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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1360086 | journals/csur/WuSZXC23 | Graph Neural Networks in Recommender Systems: A Survey. | Shiwen Wu, Fei Sun 0001, Wentao Zhang 0001, Xu Xie, Bin Cui 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 97:1-97:37 | https://dblp.org/rec/journals/csur/WuSZXC23 | https://doi.org/10.1145/3535101 | With the explosive growth of online information, recommender systems play a key role to alleviate such information overload. Due to the important application value of recommender systems, there have always been emerging works in this field. In recommender systems, the main challenge is to learn the effective user/item ... | @article{DBLP:journals/csur/WuSZXC23,
author = {Shiwen Wu and
Fei Sun 0001 and
Wentao Zhang 0001 and
Xu Xie and
Bin Cui 0001},
title = {Graph Neural Networks in Recommender Systems: A Survey.},
journal = {ACM Comput. Surv.},... |
1360017 | journals/csur/Quina-MeraFGR23 | GraphQL: A Systematic Mapping Study. | Antonio Quiña-Mera, Pablo Fernandez 0001, José María García, Antonio Ruiz-Cortés | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 202:1-202:35 | https://dblp.org/rec/journals/csur/Quina-MeraFGR23 | https://doi.org/10.1145/3561818 | GraphQL is a query language and execution engine for web application programming interfaces (APIs) proposed as an alternative to improve data access problems and versioning of representational state transfer APIs. In this article, we thoroughly study the GraphQL field, first describing the GraphQL paradigm and its conc... | @article{DBLP:journals/csur/Quina-MeraFGR23,
author = {Antonio Quiña-Mera and
Pablo Fernandez 0001 and
José María García and
Antonio Ruiz-Cortés},
title = {GraphQL: A Systematic Mapping Study.},
journal = {ACM Comput. Surv.},
volume =... |
1360109 | journals/csur/ZhongLJZJ23 | Guided Depth Map Super-Resolution: A Survey. | Zhiwei Zhong, Xianming Liu 0004, Junjun Jiang, Debin Zhao, Xiangyang Ji | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 301:1-301:36 | https://dblp.org/rec/journals/csur/ZhongLJZJ23 | https://doi.org/10.1145/3584860 | Guided depth map super-resolution (GDSR), which aims to reconstruct a high-resolution depth map from a low-resolution observation with the help of a paired high-resolution color image, is a longstanding and fundamental problem that has attracted considerable attention from computer vision and image processing communiti... | @article{DBLP:journals/csur/ZhongLJZJ23,
author = {Zhiwei Zhong and
Xianming Liu 0004 and
Junjun Jiang and
Debin Zhao and
Xiangyang Ji},
title = {Guided Depth Map Super-Resolution: A Survey.},
journal = {ACM Comput. Surv.},
... |
1359878 | journals/csur/GargMS023 | Handling Bias in Toxic Speech Detection: A Survey. | Tanmay Garg, Sarah Masud, Tharun Suresh, Tanmoy Chakraborty 0002 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 264:1-264:32 | https://dblp.org/rec/journals/csur/GargMS023 | https://doi.org/10.1145/3580494 | Detecting online toxicity has always been a challenge due to its inherent subjectivity. Factors such as the context, geography, socio-political climate, and background of the producers and consumers of the posts play a crucial role in determining if the content can be flagged as toxic. Adoption of automated toxicity de... | @article{DBLP:journals/csur/GargMS023,
author = {Tanmay Garg and
Sarah Masud and
Tharun Suresh and
Tanmoy Chakraborty 0002},
title = {Handling Bias in Toxic Speech Detection: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
... |
1359808 | journals/csur/ArmeniakosZSH23 | Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey. | Giorgos Armeniakos, Georgios Zervakis 0001, Dimitrios Soudris, Jörg Henkel | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 83:1-83:36 | https://dblp.org/rec/journals/csur/ArmeniakosZSH23 | https://doi.org/10.1145/3527156 | . Recent advancements in DNNs have brought levels beyond human accuracy in many tasks, but at the cost of high computational complexity. To enable efficient execution of DNN inference, more and more research works, therefore, are exploiting the inherent error resilience of DNNs and employing Approximate Computing (AC) ... | @article{DBLP:journals/csur/ArmeniakosZSH23,
author = {Giorgos Armeniakos and
Georgios Zervakis 0001 and
Dimitrios Soudris and
Jörg Henkel},
title = {Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey.},
journal = ... |
1360089 | journals/csur/XiaJWJLM23 | Heterogeneous Network Access and Fusion in Smart Factory: A Survey. | Dan Xia, Chun Jiang, Jiafu Wan, Jiong Jin, Victor C. M. Leung, Miguel Martínez-García | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 113:1-113:31 | https://dblp.org/rec/journals/csur/XiaJWJLM23 | https://doi.org/10.1145/3530815 | With the continuous expansion of the Industrial Internet of Things (IIoT) and the increasing connectivity among the various intelligent devices or systems, the control of access and fusion in smart factory networks has significantly gained importance. However, the contradiction between the high Quality of Service (QoS)... | @article{DBLP:journals/csur/XiaJWJLM23,
author = {Dan Xia and
Chun Jiang and
Jiafu Wan and
Jiong Jin and
Victor C. M. Leung and
Miguel Martínez-García},
title = {Heterogeneous Network Access and Fusion in Smart Fa... |
1359838 | journals/csur/ChakrabortyLLMP23 | Honeyword-based Authentication Techniques for Protecting Passwords: A Survey. | Nilesh Chakraborty, Jianqiang Li 0001, Victor C. M. Leung, Samrat Mondal, Yi Pan 0001, Chengwen Luo 0001, Mithun Mukherjee 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 169:1-169:37 | https://dblp.org/rec/journals/csur/ChakrabortyLLMP23 | https://doi.org/10.1145/3552431 | Honeyword (or decoy password) based authentication, first introduced by Juels and Rivest in 2013, has emerged as a security mechanism that can provide security against server-side threats on the password-files. From the theoretical perspective, this security mechanism reduces attackers’ efficiency to a great extent as ... | @article{DBLP:journals/csur/ChakrabortyLLMP23,
author = {Nilesh Chakraborty and
Jianqiang Li 0001 and
Victor C. M. Leung and
Samrat Mondal and
Yi Pan 0001 and
Chengwen Luo 0001 and
Mithun Mukherjee 0001},... |
1359898 | journals/csur/HanYLY23 | How Can Incentive Mechanisms and Blockchain Benefit with Each Other? A Survey. | Rong Han, Zheng Yan 0002, Xueqin Liang, Laurence T. Yang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 136:1-136:38 | https://dblp.org/rec/journals/csur/HanYLY23 | https://doi.org/10.1145/3539604 | In a blockchain-based system, the lack of centralized control requires active participation and cooperative behaviors of system entities to ensure system security and sustainability. However, dynamic environments and unpredictable entity behaviors challenge the performances of such systems in practice. Therefore, desig... | @article{DBLP:journals/csur/HanYLY23,
author = {Rong Han and
Zheng Yan 0002 and
Xueqin Liang and
Laurence T. Yang},
title = {How Can Incentive Mechanisms and Blockchain Benefit with Each Other? A Survey.},
journal = {ACM Comput. Surv.},
vol... |
1359932 | journals/csur/KeyvanH23 | How to Approach Ambiguous Queries in Conversational Search: A Survey of Techniques, Approaches, Tools, and Challenges. | Kimiya Keyvan, Jimmy Xiangji Huang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 129:1-129:40 | https://dblp.org/rec/journals/csur/KeyvanH23 | https://doi.org/10.1145/3534965 | The advent of recent Natural Language Processing technology has led human and machine interactions more toward conversation. In Conversational Search Systems (CSS) like chatbots and Virtual Personal Assistants such as Apple’s Siri, Amazon Alexa, Microsoft’s Cortana, and Google Assistant, both user and device have a lim... | @article{DBLP:journals/csur/KeyvanH23,
author = {Kimiya Keyvan and
Jimmy Xiangji Huang},
title = {How to Approach Ambiguous Queries in Conversational Search: A Survey of Techniques, Approaches, Tools, and Challenges.},
journal = {ACM Comput. Surv.},
volume = {55},
num... |
1360069 | journals/csur/TophamKAH23 | Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models. | Luke K. Topham, Wasiq Khan, Dhiya Al-Jumeily, Abir Hussain | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 120:1-120:42 | https://dblp.org/rec/journals/csur/TophamKAH23 | https://doi.org/10.1145/3533384 | Person identification is a problem that has received substantial attention, particularly in security domains. Gait recognition is one of the most convenient approaches enabling person identification at a distance without the need for high-quality images. There are several review studies addressing person identification... | @article{DBLP:journals/csur/TophamKAH23,
author = {Luke K. Topham and
Wasiq Khan and
Dhiya Al-Jumeily and
Abir Hussain},
title = {Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models.},
journal = {... |
1359997 | journals/csur/OlugbadeBBDOCHB23 | Human Movement Datasets: An Interdisciplinary Scoping Review. | Temitayo A. Olugbade, Marta Bienkiewicz, Giulia Barbareschi, Vincenzo Stefano D'Amato, Luca Oneto, Antonio Camurri, Catherine Holloway, Mårten Björkman, Peter E. Keller, Martin Clayton, Amanda C. de C. Williams, Nicolas Gold, Cristina Becchio, Benoît G. Bardy, Nadia Bianchi-Berthouze | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 126:1-126:29 | https://dblp.org/rec/journals/csur/OlugbadeBBDOCHB23 | https://doi.org/10.1145/3534970 | Movement dataset reviews exist but are limited in coverage, both in terms of size and research discipline. While topic-specific reviews clearly have their merit, it is critical to have a comprehensive overview based on a systematic survey across disciplines. This enables higher visibility of datasets available to the r... | @article{DBLP:journals/csur/OlugbadeBBDOCHB23,
author = {Temitayo A. Olugbade and
Marta Bienkiewicz and
Giulia Barbareschi and
Vincenzo Stefano D'Amato and
Luca Oneto and
Antonio Camurri and
Catherine Hol... |
1360045 | journals/csur/SeifertKS23 | Hybrid Clouds Arising from Software as a Service Adoption: Challenges, Solutions, and Future Research Directions. | Michael Seifert, Stephan Kuehnel, Stefan Sackmann | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 228:1-228:35 | https://dblp.org/rec/journals/csur/SeifertKS23 | https://doi.org/10.1145/3570156 | Information technology (IT) departments are increasingly challenged to replace legacy applications with novel public cloud software as a service (SaaS) to innovate the organization's business processes. The resulting hybrid cloud is formed by integrating the added SaaS with existing IT services. The decision to adopt S... | @article{DBLP:journals/csur/SeifertKS23,
author = {Michael Seifert and
Stephan Kuehnel and
Stefan Sackmann},
title = {Hybrid Clouds Arising from Software as a Service Adoption: Challenges, Solutions, and Future Research Directions.},
journal = {ACM Comput. Sur... |
1359995 | journals/csur/OliynykMR23 | I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences. | Daryna Oliynyk, Rudolf Mayer, Andreas Rauber | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 324:1-324:41 | https://dblp.org/rec/journals/csur/OliynykMR23 | https://doi.org/10.1145/3595292 | Machine-Learning-as-a-Service (MLaaS) has become a widespread paradigm, making even the most complex Machine Learning models available for clients via, e.g., a pay-per-query principle. This allows users to avoid time-consuming processes of data collection, hyperparameter tuning, and model training. However, by giving t... | @article{DBLP:journals/csur/OliynykMR23,
author = {Daryna Oliynyk and
Rudolf Mayer and
Andreas Rauber},
title = {I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences.},
journal = {ACM Comput. Surv.},
volume = {... |
1359848 | journals/csur/Chung00CJRLC23 | Implementing Data Exfiltration Defense in Situ: A Survey of Countermeasures and Human Involvement. | Mu-Huan Chung, Yuhong Yang 0007, Lu Wang 0004, Greg Cento, Khilan Jerath, Abhay Raman, David Lie, Mark H. Chignell | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 303:1-303:37 | https://dblp.org/rec/journals/csur/Chung00CJRLC23 | https://doi.org/10.1145/3582077 | In this article we consider the problem of defending against increasing data exfiltration threats in the domain of cybersecurity. We review existing work on exfiltration threats and corresponding countermeasures. We consider current problems and challenges that need to be addressed to provide a qualitatively better lev... | @article{DBLP:journals/csur/Chung00CJRLC23,
author = {Mu-Huan Chung and
Yuhong Yang 0007 and
Lu Wang 0004 and
Greg Cento and
Khilan Jerath and
Abhay Raman and
David Lie and
Mark H. Chign... |
1359915 | journals/csur/IhleTSMG23 | Incentive Mechanisms in Peer-to-Peer Networks - A Systematic Literature Review. | Cornelius Ihle, Dennis Trautwein, Moritz Schubotz, Norman Meuschke, Bela Gipp | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 308:1-308:69 | https://dblp.org/rec/journals/csur/IhleTSMG23 | https://doi.org/10.1145/3578581 | Centralized networks inevitably exhibit single points of failure that malicious actors regularly target. Decentralized networks are more resilient if numerous participants contribute to the network’s functionality. Most decentralized networks employ incentive mechanisms to coordinate the participation and cooperation o... | @article{DBLP:journals/csur/IhleTSMG23,
author = {Cornelius Ihle and
Dennis Trautwein and
Moritz Schubotz and
Norman Meuschke and
Bela Gipp},
title = {Incentive Mechanisms in Peer-to-Peer Networks - A Systematic Literature Review.}... |
1359844 | journals/csur/ChengWF23 | Independent Spanning Trees in Networks: A Survey. | Baolei Cheng, Dajin Wang, Jianxi Fan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 335:1-335:29 | https://dblp.org/rec/journals/csur/ChengWF23 | https://doi.org/10.1145/3591110 | The problem of constructing independent spanning trees (ISTs) dates back to as early as the late 1980s. Given a network G of a certain topology, the question is whether we can, as well as how to, construct a set of ISTs in G. ISTs have proven to be of great importance in many network tasks. The past decade has seen a p... | @article{DBLP:journals/csur/ChengWF23,
author = {Baolei Cheng and
Dajin Wang and
Jianxi Fan},
title = {Independent Spanning Trees in Networks: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {14s},
pages = {335:1--33... |
1359840 | journals/csur/ChenGSLZMJ23 | Indexing Metric Spaces for Exact Similarity Search. | Lu Chen 0001, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu 0002, Xiaoye Miao, Christian S. Jensen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 128:1-128:39 | https://dblp.org/rec/journals/csur/ChenGSLZMJ23 | https://doi.org/10.1145/3534963 | With the continued digitization of societal processes, we are seeing an explosion in available data. This is referred to as big data. In a research setting, three aspects of the data are often viewed as the main sources of challenges when attempting to enable value creation from big data: volume, velocity, and variety.... | @article{DBLP:journals/csur/ChenGSLZMJ23,
author = {Lu Chen 0001 and
Yunjun Gao and
Xuan Song and
Zheng Li and
Yifan Zhu 0002 and
Xiaoye Miao and
Christian S. Jensen},
title = {Indexing Metric Sp... |
1360057 | journals/csur/SmithMilesM23 | Instance Space Analysis for Algorithm Testing: Methodology and Software Tools. | Kate Smith-Miles, Mario Andrés Muñoz | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 255:1-255:31 | https://dblp.org/rec/journals/csur/SmithMilesM23 | https://doi.org/10.1145/3572895 | Instance Space Analysis (ISA) is a recently developed methodology to (a) support objective testing of algorithms and (b) assess the diversity of test instances. Representing test instances as feature vectors, the ISA methodology extends Rice’s 1976 Algorithm Selection Problem framework to enable visualization of the en... | @article{DBLP:journals/csur/SmithMilesM23,
author = {Kate Smith-Miles and
Mario Andrés Muñoz},
title = {Instance Space Analysis for Algorithm Testing: Methodology and Software Tools.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {12},
pages =... |
1360085 | journals/csur/WillardJXSK23 | Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems. | Jared Willard, Xiaowei Jia, Shaoming Xu, Michael S. Steinbach, Vipin Kumar 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 66:1-66:37 | https://dblp.org/rec/journals/csur/WillardJXSK23 | https://doi.org/10.1145/3514228 | There is a growing consensus that solutions to complex science and engineering problems require novel methodologies that are able to integrate traditional physics-based modeling approaches with state-of-the-art machine learning (ML) techniques. This article provides a structured overview of such techniques. Application... | @article{DBLP:journals/csur/WillardJXSK23,
author = {Jared Willard and
Xiaowei Jia and
Shaoming Xu and
Michael S. Steinbach and
Vipin Kumar 0001},
title = {Integrating Scientific Knowledge with Machine Learning for Engineering and ... |
1360084 | journals/csur/WillM23 | Intel Software Guard Extensions Applications: A Survey. | Newton Carlos Will, Carlos Alberto Maziero | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 322:1-322:38 | https://dblp.org/rec/journals/csur/WillM23 | https://doi.org/10.1145/3593021 | Data confidentiality is a central concern in modern computer systems and services, as sensitive data from users and companies are being increasingly delegated to such systems. Several hardware-based mechanisms have been recently proposed to enforce security guarantees of sensitive information. Hardware-based isolated e... | @article{DBLP:journals/csur/WillM23,
author = {Newton Carlos Will and
Carlos Alberto Maziero},
title = {Intel Software Guard Extensions Applications: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {14s},
pages = {322:1--322:38},
ye... |
1360019 | journals/csur/RajapakseKA23 | Intelligence at the Extreme Edge: A Survey on Reformable TinyML. | Visal Rajapakse, Ishan Karunanayake, Nadeem Ahmed | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 282:1-282:30 | https://dblp.org/rec/journals/csur/RajapakseKA23 | https://doi.org/10.1145/3583683 | . Considering the general assumption that TinyML can only run inference, growing interest in the domain has led to work that makes them reformable, i.e., solutions that permit models to improve once deployed. This work presents a survey on reformable TinyML solutions with the proposal of a novel taxonomy. Here, the sui... | @article{DBLP:journals/csur/RajapakseKA23,
author = {Visal Rajapakse and
Ishan Karunanayake and
Nadeem Ahmed},
title = {Intelligence at the Extreme Edge: A Survey on Reformable TinyML.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {1... |
1359818 | journals/csur/BenmoussaKLMLT23 | Interest Flooding Attacks in Named Data Networking: Survey of Existing Solutions, Open Issues, Requirements, and Future Directions. | Ahmed Benmoussa, Chaker Abdelaziz Kerrache, Nasreddine Lagraa, Spyridon Mastorakis, Abderrahmane Lakas, Abdou El Karim Tahari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 139:1-139:37 | https://dblp.org/rec/journals/csur/BenmoussaKLMLT23 | https://doi.org/10.1145/3539730 | Named Data Networking (NDN) is a prominent realization of the vision of Information-Centric Networking. The NDN architecture adopts name-based routing and location-independent data retrieval. Among other important features, NDN integrates security mechanisms and focuses on protecting the content rather than the communi... | @article{DBLP:journals/csur/BenmoussaKLMLT23,
author = {Ahmed Benmoussa and
Chaker Abdelaziz Kerrache and
Nasreddine Lagraa and
Spyridon Mastorakis and
Abderrahmane Lakas and
Abdou El Karim Tahari},
title = {Inter... |
1359897 | journals/csur/HanL00G23 | Interpreting Adversarial Examples in Deep Learning: A Review. | Sicong Han, Chenhao Lin, Chao Shen 0001, Qian Wang 0002, Xiaohong Guan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 328:1-328:38 | https://dblp.org/rec/journals/csur/HanL00G23 | https://doi.org/10.1145/3594869 | Deep learning technology is increasingly being applied in safety-critical scenarios but has recently been found to be susceptible to imperceptible adversarial perturbations. This raises a serious concern regarding the adversarial robustness of deep neural network (DNN)–based applications. Accordingly, various adversari... | @article{DBLP:journals/csur/HanL00G23,
author = {Sicong Han and
Chenhao Lin and
Chao Shen 0001 and
Qian Wang 0002 and
Xiaohong Guan},
title = {Interpreting Adversarial Examples in Deep Learning: A Review.},
journal = {ACM Co... |
1359787 | journals/csur/AbdelrahmanWN23 | Knowledge Tracing: A Survey. | Ghodai Abdelrahman, Qing Wang 0002, Bernardo Pereira Nunes | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 224:1-224:37 | https://dblp.org/rec/journals/csur/AbdelrahmanWN23 | https://doi.org/10.1145/3569576 | Humans’ ability to transfer knowledge through teaching is one of the essential aspects for human intelligence. A human teacher can track the knowledge of students to customize the teaching on students’ needs. With the rise of online education platforms, there is a similar need for machines to track the knowledge of stu... | @article{DBLP:journals/csur/AbdelrahmanWN23,
author = {Ghodai Abdelrahman and
Qing Wang 0002 and
Bernardo Pereira Nunes},
title = {Knowledge Tracing: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {11},
pages = {224... |
1359833 | journals/csur/Carrion23 | Kubernetes Scheduling: Taxonomy, Ongoing Issues and Challenges. | Carmen Carrión 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 138:1-138:37 | https://dblp.org/rec/journals/csur/Carrion23 | https://doi.org/10.1145/3539606 | Continuous integration enables the development of microservices-based applications using container virtualization technology. Container orchestration systems such as Kubernetes, which has become the de facto standard, simplify the deployment of container-based applications. However, developing efficient and well-define... | @article{DBLP:journals/csur/Carrion23,
author = {Carmen Carrión 0001},
title = {Kubernetes Scheduling: Taxonomy, Ongoing Issues and Challenges.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {7},
pages = {138:1--138:37},
year = {2023},
url ... |
1359933 | journals/csur/KhanEMZKAI23 | Level-5 Autonomous Driving - Are We There Yet? A Review of Research Literature. | Manzoor Ahmed Khan, Hesham El-Sayed, Sumbal Malik, Muhammad Talha Zia, Muhammad Jalal Khan, Najla Alkaabi, Henry Alexander Ignatious | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 27:1-27:38 | https://dblp.org/rec/journals/csur/KhanEMZKAI23 | https://doi.org/10.1145/3485767 | Autonomous vehicles are revolutionizing transport and next-generation autonomous mobility. Such vehicles are promising to increase road safety, improve traffic efficiency, reduce vehicle emission, and improve mobility. However, for these vehicles to live up to their full potentials, there are significant research, tech... | @article{DBLP:journals/csur/KhanEMZKAI23,
author = {Manzoor Ahmed Khan and
Hesham El-Sayed and
Sumbal Malik and
Muhammad Talha Zia and
Muhammad Jalal Khan and
Najla Alkaabi and
Henry Alexander Ignatious},... |
1359992 | journals/csur/NorthZS23 | Lexical Complexity Prediction: An Overview. | Kai North, Marcos Zampieri, Matthew Shardlow | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 179:1-179:42 | https://dblp.org/rec/journals/csur/NorthZS23 | https://doi.org/10.1145/3557885 | The occurrence of unknown words in texts significantly hinders reading comprehension. To improve accessibility for specific target populations, computational modeling has been applied to identify complex words in texts and substitute them for simpler alternatives. In this article, we present an overview of computationa... | @article{DBLP:journals/csur/NorthZS23,
author = {Kai North and
Marcos Zampieri and
Matthew Shardlow},
title = {Lexical Complexity Prediction: An Overview.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {9},
pages = {179:1--17... |
1359948 | journals/csur/LiC23 | LoRa Networking Techniques for Large-scale and Long-term IoT: A Down-to-top Survey. | Chenning Li, Zhichao Cao 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 52:1-52:36 | https://dblp.org/rec/journals/csur/LiC23 | https://doi.org/10.1145/3494673 | Low-Power Wide-Area Networks (LPWANs) are an emerging Internet-of-Things (IoT) paradigm, which caters to large-scale and long-term sensory data collection demand. Among the commercialized LPWAN technologies, LoRa (Long Range) attracts much interest from academia and industry due to its open-source physical (PHY) layer ... | @article{DBLP:journals/csur/LiC23,
author = {Chenning Li and
Zhichao Cao 0001},
title = {LoRa Networking Techniques for Large-scale and Long-term IoT: A Down-to-top Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {3},
pages = {52:1--52:... |
1359904 | journals/csur/HeidariNUZ23 | Machine Learning Applications in Internet-of-Drones: Systematic Review, Recent Deployments, and Open Issues. | Arash Heidari, Nima Jafari Navimipour, Mehmet Unal, Guodao Zhang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 247:1-247:45 | https://dblp.org/rec/journals/csur/HeidariNUZ23 | https://doi.org/10.1145/3571728 | Deep Learning (DL) and Machine Learning (ML) are effectively utilized in various complicated challenges in healthcare, industry, and academia. The Internet of Drones (IoD) has lately cropped up due to high adjustability to a broad range of unpredictable circumstances. In addition, Unmanned Aerial Vehicles (UAVs) could ... | @article{DBLP:journals/csur/HeidariNUZ23,
author = {Arash Heidari and
Nima Jafari Navimipour and
Mehmet Unal and
Guodao Zhang},
title = {Machine Learning Applications in Internet-of-Drones: Systematic Review, Recent Deployments, and Open Issues.},
... |
1359929 | journals/csur/KanakisKW23 | Machine Learning for Computer Systems and Networking: A Survey. | Marios Evangelos Kanakis, Ramin Khalili, Lin Wang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 71:1-71:36 | https://dblp.org/rec/journals/csur/KanakisKW23 | https://doi.org/10.1145/3523057 | Machine learning (ML) has become the de-facto approach for various scientific domains such as computer vision and natural language processing. Despite recent breakthroughs, machine learning has only made its way into the fundamental challenges in computer systems and networking recently. This article attempts to shed l... | @article{DBLP:journals/csur/KanakisKW23,
author = {Marios Evangelos Kanakis and
Ramin Khalili and
Lin Wang},
title = {Machine Learning for Computer Systems and Networking: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {4},
... |
1359939 | journals/csur/KottiGS23 | Machine Learning for Software Engineering: A Tertiary Study. | Zoe Kotti, Rafaila Galanopoulou, Diomidis Spinellis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 256:1-256:39 | https://dblp.org/rec/journals/csur/KottiGS23 | https://doi.org/10.1145/3572905 | Machine learning (ML) techniques increase the effectiveness of software engineering (SE) lifecycle activities. We systematically collected, quality-assessed, summarized, and categorized 83 reviews in ML for SE published between 2009 and 2022, covering 6,117 primary studies. The SE areas most tackled with ML are softwar... | @article{DBLP:journals/csur/KottiGS23,
author = {Zoe Kotti and
Rafaila Galanopoulou and
Diomidis Spinellis},
title = {Machine Learning for Software Engineering: A Tertiary Study.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {12},
... |
1359841 | journals/csur/ChenLSSKMD23 | Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats. | Zhiyan Chen, Jinxin Liu 0001, Yu Shen 0001, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 105:1-105:37 | https://dblp.org/rec/journals/csur/ChenLSSKMD23 | https://doi.org/10.1145/3530812 | Despite its technological benefits, the Internet of Things (IoT) has cyber weaknesses due to vulnerabilities in the wireless medium. Machine Larning (ML)-based methods are widely used against cyber threats in IoT networks with promising performance. An Advanced Persistent Threat (APT) is prominent for cybercriminals to... | @article{DBLP:journals/csur/ChenLSSKMD23,
author = {Zhiyan Chen and
Jinxin Liu 0001 and
Yu Shen 0001 and
Murat Simsek and
Burak Kantarci and
Hussein T. Mouftah and
Petar Djukic},
title = {Machine... |
1359835 | journals/csur/Casadei23 | Macroprogramming: Concepts, State of the Art, and Opportunities of Macroscopic Behaviour Modelling. | Roberto Casadei | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 275:1-275:37 | https://dblp.org/rec/journals/csur/Casadei23 | https://doi.org/10.1145/3579353 | Macroprogramming refers to the theory and practice of expressing the macro(scopic) behaviour of a collective system using a single program. Macroprogramming approaches are motivated by the need of effectively capturing global/system-level aspects and the collective behaviour of multiple computational components, while ... | @article{DBLP:journals/csur/Casadei23,
author = {Roberto Casadei},
title = {Macroprogramming: Concepts, State of the Art, and Opportunities of Macroscopic Behaviour Modelling.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages = {275:1--275:37},
year... |
1360040 | journals/csur/SarsenbayevaBVG23 | Methodological Standards in Accessibility Research-PLXBCCR- on Motor Impairments: A Survey. | Zhanna Sarsenbayeva, Niels van Berkel, Eduardo Velloso, Jorge Gonçalves 0001, Vassilis Kostakos | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 143:1-143:35 | https://dblp.org/rec/journals/csur/SarsenbayevaBVG23 | https://doi.org/10.1145/3543509 | The design and evaluation of accessibility technology is a core component of the computer science landscape, aiming to ensure that digital innovations are accessible to all. One of the most prominent and long-lasting areas of accessibility research focuses on motor impairments—deficiencies that affect the ability to mo... | @article{DBLP:journals/csur/SarsenbayevaBVG23,
author = {Zhanna Sarsenbayeva and
Niels van Berkel and
Eduardo Velloso and
Jorge Gonçalves 0001 and
Vassilis Kostakos},
title = {Methodological Standards in Accessibility Research-PLXB... |
1359986 | journals/csur/Naghibijouybari23 | Microarchitectural Attacks in Heterogeneous Systems: A Survey. | Hoda Naghibijouybari, Esmaeil Mohammadian Koruyeh, Nael B. Abu-Ghazaleh | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 142:1-142:40 | https://dblp.org/rec/journals/csur/Naghibijouybari23 | https://doi.org/10.1145/3544102 | With the increasing proliferation of hardware accelerators and the predicted continued increase in the heterogeneity of future computing systems, it is necessary to understand the security properties of such systems. In this survey article, we consider the security of heterogeneous systems against microarchitectural at... | @article{DBLP:journals/csur/Naghibijouybari23,
author = {Hoda Naghibijouybari and
Esmaeil Mohammadian Koruyeh and
Nael B. Abu-Ghazaleh},
title = {Microarchitectural Attacks in Heterogeneous Systems: A Survey.},
journal = {ACM Comput. Surv.},
volume = {... |
1359999 | journals/csur/OrphanouOKBGBTH23 | Mitigating Bias in Algorithmic Systems - A Fish-eye View. | Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 87:1-87:37 | https://dblp.org/rec/journals/csur/OrphanouOKBGBTH23 | https://doi.org/10.1145/3527152 | Mitigating bias in algorithmic systems is a critical issue drawing attention across communities within the information and computer sciences. Given the complexity of the problem and the involvement of multiple stakeholders—including developers, end users, and third-parties—there is a need to understand the landscape of... | @article{DBLP:journals/csur/OrphanouOKBGBTH23,
author = {Kalia Orphanou and
Jahna Otterbacher and
Styliani Kleanthous and
Khuyagbaatar Batsuren and
Fausto Giunchiglia and
Veronika Bogina and
Avital Shulne... |
1359831 | journals/csur/CaoLLLHS23 | Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence. | Jacky Cao, Kit-Yung Lam, Lik-Hang Lee, Xiaoli Liu 0005, Pan Hui 0001, Xiang Su 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 189:1-189:36 | https://dblp.org/rec/journals/csur/CaoLLLHS23 | https://doi.org/10.1145/3557999 | Mobile Augmented Reality (MAR) integrates computer-generated virtual objects with physical environments for mobile devices. MAR systems enable users to interact with MAR devices, such as smartphones and head-worn wearables, and perform seamless transitions from the physical world to a mixed world with digital entities.... | @article{DBLP:journals/csur/CaoLLLHS23,
author = {Jacky Cao and
Kit-Yung Lam and
Lik-Hang Lee and
Xiaoli Liu 0005 and
Pan Hui 0001 and
Xiang Su 0001},
title = {Mobile Augmented Reality: User Interfaces, Frameworks... |
1360071 | journals/csur/TroyaSBW23 | Model Transformation Testing and Debugging: A Survey. | Javier Troya, Sergio Segura, Lola Burgueño, Manuel Wimmer | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 72:1-72:39 | https://dblp.org/rec/journals/csur/TroyaSBW23 | https://doi.org/10.1145/3523056 | Model transformations are the key technique in Model-Driven Engineering (MDE) to manipulate and construct models. As a consequence, the correctness of software systems built with MDE approaches relies mainly on the correctness of model transformations, and thus, detecting and locating bugs in model transformations have... | @article{DBLP:journals/csur/TroyaSBW23,
author = {Javier Troya and
Sergio Segura and
Lola Burgueño and
Manuel Wimmer},
title = {Model Transformation Testing and Debugging: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
nu... |
1359836 | journals/csur/CatalyurekDFGHMSSSSW23 | More Recent Advances in (Hyper)Graph Partitioning. | Ümit V. Çatalyürek, Karen D. Devine, Marcelo Fonseca Faraj, Lars Gottesbüren, Tobias Heuer, Henning Meyerhenke, Peter Sanders 0001, Sebastian Schlag, Christian Schulz 0003, Daniel Seemaier, Dorothea Wagner | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 253:1-253:38 | https://dblp.org/rec/journals/csur/CatalyurekDFGHMSSSSW23 | https://doi.org/10.1145/3571808 | In recent years, significant advances have been made in the design and evaluation of balanced (hyper)graph partitioning algorithms. We survey trends of the past decade in practical algorithms for balanced (hyper)graph partitioning together with future research directions. Our work serves as an update to a previous surv... | @article{DBLP:journals/csur/CatalyurekDFGHMSSSSW23,
author = {Ümit V. Çatalyürek and
Karen D. Devine and
Marcelo Fonseca Faraj and
Lars Gottesbüren and
Tobias Heuer and
Henning Meyerhenke and
Peter Sander... |
1359970 | journals/csur/MaZGWS23 | Multi-document Summarization via Deep Learning Techniques: A Survey. | Congbo Ma, Wei Emma Zhang, Mingyu Guo 0001, Hu Wang 0005, Quan Z. Sheng | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 102:1-102:37 | https://dblp.org/rec/journals/csur/MaZGWS23 | https://doi.org/10.1145/3529754 | Multi-document summarization (MDS) is an effective tool for information aggregation that generates an informative and concise summary from a cluster of topic-related documents. Our survey, the first of its kind, systematically overviews the recent deep-learning-based MDS models. We propose a novel taxonomy to summarize... | @article{DBLP:journals/csur/MaZGWS23,
author = {Congbo Ma and
Wei Emma Zhang and
Mingyu Guo 0001 and
Hu Wang 0005 and
Quan Z. Sheng},
title = {Multi-document Summarization via Deep Learning Techniques: A Survey.},
journal = ... |
1360056 | journals/csur/SleemanKG23 | Multimodal Classification: Current Landscape, Taxonomy and Future Directions. | William C. Sleeman, Rishabh Kapoor, Preetam Ghosh | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 150:1-150:31 | https://dblp.org/rec/journals/csur/SleemanKG23 | https://doi.org/10.1145/3543848 | Multimodal classification research has been gaining popularity with new datasets in domains such as satellite imagery, biometrics, and medicine. Prior research has shown the benefits of combining data from multiple sources compared to traditional unimodal data that has led to the development of many novel multimodal ar... | @article{DBLP:journals/csur/SleemanKG23,
author = {William C. Sleeman and
Rishabh Kapoor and
Preetam Ghosh},
title = {Multimodal Classification: Current Landscape, Taxonomy and Future Directions.},
journal = {ACM Comput. Surv.},
volume = {55},
number... |
1359859 | journals/csur/DasS23 | Multimodal Sentiment Analysis: A Survey of Methods, Trends, and Challenges. | Ringki Das, Thoudam Doren Singh | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 270:1-270:38 | https://dblp.org/rec/journals/csur/DasS23 | https://doi.org/10.1145/3586075 | Sentiment analysis has come long way since it was introduced as a natural language processing task nearly 20 years ago. Sentiment analysis aims to extract the underlying attitudes and opinions toward an entity. It has become a powerful tool used by governments, businesses, medicine, marketing, and others. The tradition... | @article{DBLP:journals/csur/DasS23,
author = {Ringki Das and
Thoudam Doren Singh},
title = {Multimodal Sentiment Analysis: A Survey of Methods, Trends, and Challenges.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages = {270:1--270:3... |
1359806 | journals/csur/AntonyshynSGM23 | Multiple Mobile Robot Task and Motion Planning: A Survey. | Luke Antonyshyn, Jefferson Silveira, Sidney Givigi, Joshua A. Marshall | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 213:1-213:35 | https://dblp.org/rec/journals/csur/AntonyshynSGM23 | https://doi.org/10.1145/3564696 | With recent advances in mobile robotics, autonomous systems, and artificial intelligence, there is a growing expectation that robots are able to solve complex problems. Many of these problems require multiple robots working cooperatively in a multi-robot system. Complex tasks may also include the interconnection of tas... | @article{DBLP:journals/csur/AntonyshynSGM23,
author = {Luke Antonyshyn and
Jefferson Silveira and
Sidney Givigi and
Joshua A. Marshall},
title = {Multiple Mobile Robot Task and Motion Planning: A Survey.},
journal = {ACM Comput. Surv.},
vol... |
1360110 | journals/csur/ZhouLWF23 | Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding. | Jingya Zhou, Ling Liu 0001, Wenqi Wei 0001, Jianxi Fan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 38:1-38:35 | https://dblp.org/rec/journals/csur/ZhouLWF23 | https://doi.org/10.1145/3491206 | Network representation learning (NRL) advances the conventional graph mining of social networks, knowledge graphs, and complex biomedical and physics information networks. Dozens of NRL algorithms have been reported in the literature. Most of them focus on learning node embeddings for homogeneous networks, but they dif... | @article{DBLP:journals/csur/ZhouLWF23,
author = {Jingya Zhou and
Ling Liu 0001 and
Wenqi Wei 0001 and
Jianxi Fan},
title = {Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding.},
journal = {ACM Comput. Su... |
1359789 | journals/csur/AdelekeBG23 | Network Traffic Generation: A Survey and Methodology. | Oluwamayowa Ade Adeleke, Nicholas Bastin, Deniz Gurkan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 28:1-28:23 | https://dblp.org/rec/journals/csur/AdelekeBG23 | https://doi.org/10.1145/3488375 | Network traffic workloads are widely utilized in applied research to verify correctness and to measure the impact of novel algorithms, protocols, and network functions. We provide a comprehensive survey of traffic generators referenced by researchers over the last 13 years, providing in-depth classification of the func... | @article{DBLP:journals/csur/AdelekeBG23,
author = {Oluwamayowa Ade Adeleke and
Nicholas Bastin and
Deniz Gurkan},
title = {Network Traffic Generation: A Survey and Methodology.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2},
pag... |
1359846 | journals/csur/Chitty-VenkataS23 | Neural Architecture Search Survey: A Hardware Perspective. | Krishna Teja Chitty-Venkata, Arun K. Somani | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 78:1-78:36 | https://dblp.org/rec/journals/csur/Chitty-VenkataS23 | https://doi.org/10.1145/3524500 | We review the problem of automating hardware-aware architectural design process of Deep Neural Networks (DNNs). The field of Convolutional Neural Network (CNN) algorithm design has led to advancements in many fields, such as computer vision, virtual reality, and autonomous driving. The end-to-end design process of a CN... | @article{DBLP:journals/csur/Chitty-VenkataS23,
author = {Krishna Teja Chitty-Venkata and
Arun K. Somani},
title = {Neural Architecture Search Survey: A Hardware Perspective.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {4},
pages = {78:1--78... |
1360021 | journals/csur/RanathungaLSSAK23 | Neural Machine Translation for Low-resource Languages: A Survey. | Surangika Ranathunga, En-Shiun Annie Lee, Marjana Prifti Skenduli, Ravi Shekhar, Mehreen Alam, Rishemjit Kaur | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 229:1-229:37 | https://dblp.org/rec/journals/csur/RanathungaLSSAK23 | https://doi.org/10.1145/3567592 | Neural Machine Translation (NMT) has seen tremendous growth in the last ten years since the early 2000s and has already entered a mature phase. While considered the most widely used solution for Machine Translation, its performance on low-resource language pairs remains sub-optimal compared to the high-resource counter... | @article{DBLP:journals/csur/RanathungaLSSAK23,
author = {Surangika Ranathunga and
En-Shiun Annie Lee and
Marjana Prifti Skenduli and
Ravi Shekhar and
Mehreen Alam and
Rishemjit Kaur},
title = {Neural Machine Trans... |
1359880 | journals/csur/GeLILS23 | Neural Network-Based Financial Volatility Forecasting: A Systematic Review. | Wenbo Ge, Pooia Lalbakhsh, Leigh Isai, Artem Lenskiy, Hanna Suominen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 14:1-14:30 | https://dblp.org/rec/journals/csur/GeLILS23 | https://doi.org/10.1145/3483596 | Volatility forecasting is an important aspect of finance as it dictates many decisions of market players. A snapshot of state-of-the-art neural network–based financial volatility forecasting was generated by examining 35 studies, published after 2015. Several issues were identified, such as the inability for easy and m... | @article{DBLP:journals/csur/GeLILS23,
author = {Wenbo Ge and
Pooia Lalbakhsh and
Leigh Isai and
Artem Lenskiy and
Hanna Suominen},
title = {Neural Network-Based Financial Volatility Forecasting: A Systematic Review.},
journal ... |
1359858 | journals/csur/DannRF23 | Non-relational Databases on FPGAs: Survey, Design Decisions, Challenges. | Jonas Dann, Daniel Ritter 0001, Holger Fröning | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 225:1-225:37 | https://dblp.org/rec/journals/csur/DannRF23 | https://doi.org/10.1145/3568990 | Non-relational database systems (NRDS) such as graph and key-value have gained attention in various trending business and analytical application domains. However, while CPU performance scaling becomes increasingly more difficult, field-programmable gate arrays (FPGA)- accelerated NRDS have not been systematically studi... | @article{DBLP:journals/csur/DannRF23,
author = {Jonas Dann and
Daniel Ritter 0001 and
Holger Fröning},
title = {Non-relational Databases on FPGAs: Survey, Design Decisions, Challenges.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {1... |
1359853 | journals/csur/CruzAV23 | On the Edge of the Deployment: A Survey on Multi-access Edge Computing. | Pedro Cruz 0001, Nadjib Achir, Aline Carneiro Viana | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 99:1-99:34 | https://dblp.org/rec/journals/csur/CruzAV23 | https://doi.org/10.1145/3529758 | Multi-Access Edge Computing (MEC) attracts much attention from the scientific community due to its scientific, technical, and commercial implications. In particular, the European Telecommunications Standards Institute (ETSI) standard convergence consolidates the discussions around MEC. Still, the existing MEC practical... | @article{DBLP:journals/csur/CruzAV23,
author = {Pedro Cruz 0001 and
Nadjib Achir and
Aline Carneiro Viana},
title = {On the Edge of the Deployment: A Survey on Multi-access Edge Computing.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1360113 | journals/csur/ZiniA23 | On the Explainability of Natural Language Processing Deep Models. | Julia El Zini, Mariette Awad | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 103:1-103:31 | https://dblp.org/rec/journals/csur/ZiniA23 | https://doi.org/10.1145/3529755 | Despite their success, deep networks are used as black-box models with outputs that are not easily explainable during the learning and the prediction phases. This lack of interpretability is significantly limiting the adoption of such models in domains where decisions are critical such as the medical and legal fields. ... | @article{DBLP:journals/csur/ZiniA23,
author = {Julia El Zini and
Mariette Awad},
title = {On the Explainability of Natural Language Processing Deep Models.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {5},
pages = {103:1--103:31},
year ... |
1359794 | journals/csur/Al-YahyaMM23 | On the Structure of the Boolean Satisfiability Problem: A Survey. | Tasniem Nasser Al-Yahya, Mohamed El Bachir Menai, Hassan Mathkour | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 46:1-46:34 | https://dblp.org/rec/journals/csur/Al-YahyaMM23 | https://doi.org/10.1145/3491210 | The Boolean satisfiability problem (SAT) is a fundamental NP-complete decision problem in automated reasoning and mathematical logic. As evidenced by the results of SAT competitions, the performance of SAT solvers varies substantially between different SAT categories (random, crafted, and industrial). A suggested expla... | @article{DBLP:journals/csur/Al-YahyaMM23,
author = {Tasniem Nasser Al-Yahya and
Mohamed El Bachir Menai and
Hassan Mathkour},
title = {On the Structure of the Boolean Satisfiability Problem: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
n... |
1360006 | journals/csur/ParmarCRR23 | Open-world Machine Learning: Applications, Challenges, and Opportunities. | Jitendra Parmar, Satyendra Singh Chouhan, Vaskar Raychoudhury, Santosh Singh Rathore | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 205:1-205:37 | https://dblp.org/rec/journals/csur/ParmarCRR23 | https://doi.org/10.1145/3561381 | Traditional machine learning, mainly supervised learning, follows the assumptions of closed-world learning, i.e., for each testing class, a training class is available. However, such machine learning models fail to identify the classes, which were not available during training time. These classes can be referred to as ... | @article{DBLP:journals/csur/ParmarCRR23,
author = {Jitendra Parmar and
Satyendra Singh Chouhan and
Vaskar Raychoudhury and
Santosh Singh Rathore},
title = {Open-world Machine Learning: Applications, Challenges, and Opportunities.},
journal = ... |
1359908 | journals/csur/HijmaHSWB23 | Optimization Techniques for GPU Programming. | Pieter Hijma, Stijn Heldens, Alessio Sclocco, Ben van Werkhoven, Henri E. Bal | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 239:1-239:81 | https://dblp.org/rec/journals/csur/HijmaHSWB23 | https://doi.org/10.1145/3570638 | In the past decade, Graphics Processing Units have played an important role in the field of high-performance computing and they still advance new fields such as IoT, autonomous vehicles, and exascale computing. It is therefore important to understand how to extract performance from these processors, something that is n... | @article{DBLP:journals/csur/HijmaHSWB23,
author = {Pieter Hijma and
Stijn Heldens and
Alessio Sclocco and
Ben van Werkhoven and
Henri E. Bal},
title = {Optimization Techniques for GPU Programming.},
journal = {ACM Comput. Su... |
1359852 | journals/csur/CostaBCA23 | Orchestration in Fog Computing: A Comprehensive Survey. | Breno G. S. Costa, João Bachiega Jr., Leonardo Rebouças de Carvalho, Aletéia P. F. Araújo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 29:1-29:34 | https://dblp.org/rec/journals/csur/CostaBCA23 | https://doi.org/10.1145/3486221 | Fog computing is a paradigm that brings computational resources and services to the network edge in the vicinity of user devices, lowering latency and connecting with cloud computing resources. Unlike cloud computing, fog resources are based on constrained and heterogeneous nodes whose connectivity can be unstable. In ... | @article{DBLP:journals/csur/CostaBCA23,
author = {Breno G. S. Costa and
João Bachiega Jr. and
Leonardo Rebouças de Carvalho and
Aletéia P. F. Araújo},
title = {Orchestration in Fog Computing: A Comprehensive Survey.},
journal = {ACM Comput. S... |
1359849 | journals/csur/CicalaWWLBLY23 | PURE: A Framework for Analyzing Proximity-based Contact Tracing Protocols. | Fabrizio Cicala, Weicheng Wang, Tianhao Wang 0001, Ninghui Li 0001, Elisa Bertino, Faming Liang, Yang Yang 0026 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 3:1-3:36 | https://dblp.org/rec/journals/csur/CicalaWWLBLY23 | https://doi.org/10.1145/3485131 | Many proximity-based tracing (PCT) protocols have been proposed and deployed to combat the spreading of COVID-19. In this article, we take a systematic approach to analyze PCT protocols. We identify a list of desired properties of a contact tracing design from the four aspects of Privacy, Utility, Resiliency, and Effic... | @article{DBLP:journals/csur/CicalaWWLBLY23,
author = {Fabrizio Cicala and
Weicheng Wang and
Tianhao Wang 0001 and
Ninghui Li 0001 and
Elisa Bertino and
Faming Liang and
Yang Yang 0026},
title = {... |
1359968 | journals/csur/LuoWXWTC23 | Path Planning for UAV Communication Networks: Related Technologies, Solutions, and Opportunities. | Junhai Luo, Zhiyan Wang, Ming Xia, Linyong Wu, Yuxin Tian, Yu Chen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 193:1-193:37 | https://dblp.org/rec/journals/csur/LuoWXWTC23 | https://doi.org/10.1145/3560261 | Path planning has been a hot and challenging field in unmanned aerial vehicles (UAV). With the increasing demand of society and the continuous progress of technologies, UAV communication networks (UAVCN) are also flourishing. The mobility of UAV nodes allows for flexible network deployment, but some challenges are brou... | @article{DBLP:journals/csur/LuoWXWTC23,
author = {Junhai Luo and
Zhiyan Wang and
Ming Xia and
Linyong Wu and
Yuxin Tian and
Yu Chen},
title = {Path Planning for UAV Communication Networks: Related Technologies, So... |
1359926 | journals/csur/JonesDW23 | Path-Planning for Unmanned Aerial Vehicles with Environment Complexity Considerations: A Survey. | Michael R. Jones, Soufiene Djahel, Kristopher Welsh | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 234:1-234:39 | https://dblp.org/rec/journals/csur/JonesDW23 | https://doi.org/10.1145/3570723 | Unmanned aerial vehicles (UAVs) have the potential to make a significant impact in a range of scenarios where it is too risky or too costly to rely on human labour. Fleets of autonomous UAVs, which complete tasks collaboratively while managing their basic flight and related tasks independently, present further opportun... | @article{DBLP:journals/csur/JonesDW23,
author = {Michael R. Jones and
Soufiene Djahel and
Kristopher Welsh},
title = {Path-Planning for Unmanned Aerial Vehicles with Environment Complexity Considerations: A Survey.},
journal = {ACM Comput. Surv.},
volume ... |
1359958 | journals/csur/LinXWSLX23 | Performance Interference of Virtual Machines: A Survey. | Weiwei Lin 0001, Chennian Xiong, Wentai Wu, Fang Shi, Keqin Li 0001, Minxian Xu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 254:1-254:37 | https://dblp.org/rec/journals/csur/LinXWSLX23 | https://doi.org/10.1145/3573009 | The rapid development of cloud computing with virtualization technology has benefited both academia and industry. For any cloud data center at scale, one of the primary challenges is how to effectively orchestrate a large number of virtual machines (VMs) in a performance-aware and cost-effective manner. A key problem h... | @article{DBLP:journals/csur/LinXWSLX23,
author = {Weiwei Lin 0001 and
Chennian Xiong and
Wentai Wu and
Fang Shi and
Keqin Li 0001 and
Minxian Xu},
title = {Performance Interference of Virtual Machines: A Survey.},... |
1359793 | journals/csur/Al-MeerA23 | Physical Unclonable Functions (PUF) for IoT Devices. | Abdulaziz Al-Meer, Saif Al-Kuwari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 314:1-314:31 | https://dblp.org/rec/journals/csur/Al-MeerA23 | https://doi.org/10.1145/3591464 | Physical Unclonable Function (PUF) has recently attracted interest from both industry and academia as a potential alternative approach to secure Internet of Things (IoT) devices from the more traditional computational-based approach using conventional cryptography. PUF is a promising solution for lightweight security, ... | @article{DBLP:journals/csur/Al-MeerA23,
author = {Abdulaziz Al-Meer and
Saif Al-Kuwari},
title = {Physical Unclonable Functions (PUF) for IoT Devices.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {14s},
pages = {314:1--314:31},
year ... |
1360001 | journals/csur/PallewattaKB23 | Placement of Microservices-based IoT Applications in Fog Computing: A Taxonomy and Future Directions. | Samodha Pallewatta, Vassilis Kostakos, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 321:1-321:43 | https://dblp.org/rec/journals/csur/PallewattaKB23 | https://doi.org/10.1145/3592598 | The Fog computing paradigm utilises distributed, heterogeneous and resource-constrained devices at the edge of the network for efficient deployment of latency-critical and bandwidth-hungry IoT application services. Moreover, MicroService Architecture (MSA) is increasingly adopted to keep up with the rapid development a... | @article{DBLP:journals/csur/PallewattaKB23,
author = {Samodha Pallewatta and
Vassilis Kostakos and
Rajkumar Buyya},
title = {Placement of Microservices-based IoT Applications in Fog Computing: A Taxonomy and Future Directions.},
journal = {ACM Comput. Surv.},
... |
1359972 | journals/csur/MadsenRC23 | Post-hoc Interpretability for Neural NLP: A Survey. | Andreas Madsen, Siva Reddy, Sarath Chandar | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 155:1-155:42 | https://dblp.org/rec/journals/csur/MadsenRC23 | https://doi.org/10.1145/3546577 | Neural networks for NLP are becoming increasingly complex and widespread, and there is a growing concern if these models are responsible to use. Explaining models helps to address the safety and ethical concerns and is essential for accountability. Interpretability serves to provide these explanations in terms that are... | @article{DBLP:journals/csur/MadsenRC23,
author = {Andreas Madsen and
Siva Reddy and
Sarath Chandar},
title = {Post-hoc Interpretability for Neural NLP: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {8},
pages = {15... |
1359964 | journals/csur/LiuYFJHN23 | Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing. | Pengfei Liu 0003, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 195:1-195:35 | https://dblp.org/rec/journals/csur/LiuYFJHN23 | https://doi.org/10.1145/3560815 | This article surveys and organizes research works in a new paradigm in natural language processing, which we dub “prompt-based learning.” Unlike traditional supervised learning, which trains a model to take in an input x and predict an output y as P(y|x), prompt-based learning is based on language models that model the... | @article{DBLP:journals/csur/LiuYFJHN23,
author = {Pengfei Liu 0003 and
Weizhe Yuan and
Jinlan Fu and
Zhengbao Jiang and
Hiroaki Hayashi and
Graham Neubig},
title = {Pre-train, Prompt, and Predict: A Systematic Sur... |
1359856 | journals/csur/DalzochioKBNPCP23 | Predictive Maintenance in the Military Domain: A Systematic Review of the Literature. | Jovani Dalzochio, Rafael Kunst, Jorge Luis Victória Barbosa, Pedro Clarindo da Silva Neto, Edison Pignaton, Carla Schwengber ten Caten, Alex de Lima Teodoro da Penha | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 267:1-267:30 | https://dblp.org/rec/journals/csur/DalzochioKBNPCP23 | https://doi.org/10.1145/3586100 | Military troops rely on maintenance management projects and operations to preserve the materials’ ordinary conditions or restore them to combat or military training. Maintenance management in the defense domain has its particularities, such as those related to the type of equipment operated, the environment and operati... | @article{DBLP:journals/csur/DalzochioKBNPCP23,
author = {Jovani Dalzochio and
Rafael Kunst and
Jorge Luis Victória Barbosa and
Pedro Clarindo da Silva Neto and
Edison Pignaton and
Carla Schwengber ten Caten and
... |
1359900 | journals/csur/HasanGD23 | Presentation-level Privacy Protection Techniques for Automated Face Recognition - A Survey. | Md. Rezwan Hasan, Richard M. Guest, Farzin Deravi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 286:1-286:27 | https://dblp.org/rec/journals/csur/HasanGD23 | https://doi.org/10.1145/3583135 | The use of Biometric Facial Recognition (FR) systems have become increasingly widespread, especially since the advent of deep neural network-based architectures. Although FR systems provide substantial benefits in terms of security and safety, the use of these systems also raises significant privacy concerns. This arti... | @article{DBLP:journals/csur/HasanGD23,
author = {Md. Rezwan Hasan and
Richard M. Guest and
Farzin Deravi},
title = {Presentation-level Privacy Protection Techniques for Automated Face Recognition - A Survey.},
journal = {ACM Comput. Surv.},
volume = {5... |
1359965 | journals/csur/LiuZZZ23 | Privacy Intelligence: A Survey on Image Privacy in Online Social Networks. | Chi Liu 0002, Tianqing Zhu, Jun Zhang 0010, Wanlei Zhou 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 161:1-161:35 | https://dblp.org/rec/journals/csur/LiuZZZ23 | https://doi.org/10.1145/3547299 | Image sharing on online social networks (OSNs) has become an indispensable part of daily social activities, but it has also increased the risk of privacy invasion. An online image can reveal various types of sensitive information, prompting the public to rethink individual privacy needs in OSN image sharing critically.... | @article{DBLP:journals/csur/LiuZZZ23,
author = {Chi Liu 0002 and
Tianqing Zhu and
Jun Zhang 0010 and
Wanlei Zhou 0001},
title = {Privacy Intelligence: A Survey on Image Privacy in Online Social Networks.},
journal = {ACM Comput. Surv.},
vol... |
1359899 | journals/csur/HasanBB23 | Privacy-Preserving Reputation Systems Based on Blockchain and Other Cryptographic Building Blocks: A Survey. | Omar Hasan, Lionel Brunie, Elisa Bertino | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 32:1-32:37 | https://dblp.org/rec/journals/csur/HasanBB23 | https://doi.org/10.1145/3490236 | The purpose of a reputation system is to hold the users of a distributed application accountable for their behavior. The reputation of a user is computed as an aggregate of the feedback provided by fellow users in the system. Truthful feedback is clearly a prerequisite for computing a reputation score that accurately r... | @article{DBLP:journals/csur/HasanBB23,
author = {Omar Hasan and
Lionel Brunie and
Elisa Bertino},
title = {Privacy-Preserving Reputation Systems Based on Blockchain and Other Cryptographic Building Blocks: A Survey.},
journal = {ACM Comput. Surv.},
volume ... |
1359951 | journals/csur/LiPRSRN23 | Private Graph Data Release: A Survey. | Yang Li 0182, Michael Purcell, Thierry Rakotoarivelo, David Smith 0001, Thilina Ranbaduge, Kee Siong Ng | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 226:1-226:39 | https://dblp.org/rec/journals/csur/LiPRSRN23 | https://doi.org/10.1145/3569085 | The application of graph analytics to various domains has yielded tremendous societal and economical benefits in recent years. However, the increasingly widespread adoption of graph analytics comes with a commensurate increase in the need to protect private information in graph data, especially in light of the many pri... | @article{DBLP:journals/csur/LiPRSRN23,
author = {Yang Li 0182 and
Michael Purcell and
Thierry Rakotoarivelo and
David Smith 0001 and
Thilina Ranbaduge and
Kee Siong Ng},
title = {Private Graph Data Release: A Surv... |
1359861 | journals/csur/DeyD23 | Progress in Multivariate Cryptography: Systematic Review, Challenges, and Research Directions. | Jayashree Dey, Ratna Dutta | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 246:1-246:34 | https://dblp.org/rec/journals/csur/DeyD23 | https://doi.org/10.1145/3571071 | Multivariate Public Key Cryptosystem (MPKC) seem to be promising toward future digital security even in the presence of quantum adversaries. MPKCs derive their security from the difficulty of solving a random system of multivariate polynomial equations over a finite field, which is known to be an NP-hard problem. This ... | @article{DBLP:journals/csur/DeyD23,
author = {Jayashree Dey and
Ratna Dutta},
title = {Progress in Multivariate Cryptography: Systematic Review, Challenges, and Research Directions.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {12},
pages = ... |
1360114 | journals/csur/ZipperleGCD23 | Provenance-based Intrusion Detection Systems: A Survey. | Michael Zipperle, Florian Gottwalt, Elizabeth Chang 0001, Tharam S. Dillon | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 135:1-135:36 | https://dblp.org/rec/journals/csur/ZipperleGCD23 | https://doi.org/10.1145/3539605 | . Due to their high false-positive rate and the required effort of security experts to validate them, incidents can remain undetected for up to several months. As a result, enterprises suffer from data loss and severe financial damage. Recent research explored data provenance for Host-based Intrusion Detection Systems ... | @article{DBLP:journals/csur/ZipperleGCD23,
author = {Michael Zipperle and
Florian Gottwalt and
Elizabeth Chang 0001 and
Tharam S. Dillon},
title = {Provenance-based Intrusion Detection Systems: A Survey.},
journal = {ACM Comput. Surv.},
vol... |
1360061 | journals/csur/SozzoCZSSS23 | Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs. | Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni, Mirko Salaris, Donatella Sciuto, Marco D. Santambrogio | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 106:1-106:48 | https://dblp.org/rec/journals/csur/SozzoCZSSS23 | https://doi.org/10.1145/3532989 | Field Programmable Gate Arrays (FPGAs) are spatial architectures with a heterogeneous reconfigurable fabric. They are state-of-the-art for prototyping, telecommunications, embedded, and an emerging alternative for cloud-scale acceleration. However, FPGA adoption found limitations in their programmability and required k... | @article{DBLP:journals/csur/SozzoCZSSS23,
author = {Emanuele Del Sozzo and
Davide Conficconi and
Alberto Zeni and
Mirko Salaris and
Donatella Sciuto and
Marco D. Santambrogio},
title = {Pushing the Level of Abstra... |
1360028 | journals/csur/RogersGA23 | QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension. | Anna Rogers, Matt Gardner 0001, Isabelle Augenstein | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 197:1-197:45 | https://dblp.org/rec/journals/csur/RogersGA23 | https://doi.org/10.1145/3560260 | Alongside huge volumes of research on deep learning models in NLP in the recent years, there has been much work on benchmark datasets needed to track modeling progress. Question answering and reading comprehension have been particularly prolific in this regard, with more than 80 new datasets appearing in the past 2 yea... | @article{DBLP:journals/csur/RogersGA23,
author = {Anna Rogers and
Matt Gardner 0001 and
Isabelle Augenstein},
title = {QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension.},
journal = {ACM Comput. Surv.},
volume... |
1360047 | journals/csur/SerranoCPP23 | Quantum Software Components and Platforms: Overview and Quality Assessment. | Manuel A. Serrano, José A. Cruz-Lemus, Ricardo Pérez-Castillo, Mario Piattini | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 164:1-164:31 | https://dblp.org/rec/journals/csur/SerranoCPP23 | https://doi.org/10.1145/3548679 | Quantum computing is the latest revolution in computing and will probably come to be seen as an advance as important as the steam engine or the information society. In the last few decades, our understanding of quantum computers has expanded and multiple efforts have been made to create languages, libraries, tools, and... | @article{DBLP:journals/csur/SerranoCPP23,
author = {Manuel A. Serrano and
José A. Cruz-Lemus and
Ricardo Pérez-Castillo and
Mario Piattini},
title = {Quantum Software Components and Platforms: Overview and Quality Assessment.},
journal = {ACM... |
1360031 | journals/csur/RosenfeldBM23 | Query Processing on Heterogeneous CPU/GPU Systems. | Viktor Rosenfeld, Sebastian Breß, Volker Markl | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 11:1-11:38 | https://dblp.org/rec/journals/csur/RosenfeldBM23 | https://doi.org/10.1145/3485126 | Due to their high computational power and internal memory bandwidth, graphic processing units (GPUs) have been extensively studied by the database systems research community. A heterogeneous query processing system that employs CPUs and GPUs at the same time has to solve many challenges, including how to distribute the... | @article{DBLP:journals/csur/RosenfeldBM23,
author = {Viktor Rosenfeld and
Sebastian Breß and
Volker Markl},
title = {Query Processing on Heterogeneous CPU/GPU Systems.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2},
pages ... |
1360075 | journals/csur/VelayudhanHDW23 | Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey. | Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 165:1-165:38 | https://dblp.org/rec/journals/csur/VelayudhanHDW23 | https://doi.org/10.1145/3549932 | X-ray imagery systems have enabled security personnel to identify potential threats contained within the baggage and cargo since the early 1970s. However, the manual process of screening the threatening items is time-consuming and vulnerable to human error. Hence, researchers have utilized recent advancements in comput... | @article{DBLP:journals/csur/VelayudhanHDW23,
author = {Divya Velayudhan and
Taimur Hassan and
Ernesto Damiani and
Naoufel Werghi},
title = {Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey.},
journal = {ACM C... |
1360080 | journals/csur/WangJSO23 | Recent Advances in Bayesian Optimization. | Xilu Wang 0001, Yaochu Jin, Sebastian Schmitt, Markus Olhofer | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 287:1-287:36 | https://dblp.org/rec/journals/csur/WangJSO23 | https://doi.org/10.1145/3582078 | Bayesian optimization has emerged at the forefront of expensive black-box optimization due to its data efficiency. Recent years have witnessed a proliferation of studies on the development of new Bayesian optimization algorithms and their applications. Hence, this article attempts to provide a comprehensive and updated... | @article{DBLP:journals/csur/WangJSO23,
author = {Xilu Wang 0001 and
Yaochu Jin and
Sebastian Schmitt and
Markus Olhofer},
title = {Recent Advances in Bayesian Optimization.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1359959 | journals/csur/LiuBSM23 | Recent Advances of Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective. | Wu Liu 0005, Qian Bao, Yu Sun 0030, Tao Mei 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 80:1-80:41 | https://dblp.org/rec/journals/csur/LiuBSM23 | https://doi.org/10.1145/3524497 | Estimation of the human pose from a monocular camera has been an emerging research topic in the computer vision community with many applications. Recently, benefiting from the deep learning technologies, a significant amount of research efforts have advanced the monocular human pose estimation both in 2D and 3D areas. ... | @article{DBLP:journals/csur/LiuBSM23,
author = {Wu Liu 0005 and
Qian Bao and
Yu Sun 0030 and
Tao Mei 0001},
title = {Recent Advances of Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective.},
journal = {ACM Comput. Surv.},
... |
1359894 | journals/csur/GuoWQL0023 | Recent Trends in Task and Motion Planning for Robotics: A Survey. | Huihui Guo, Fan Wu 0016, Yunchuan Qin, Ruihui Li, Keqin Li 0001, Kenli Li 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 289:1-289:36 | https://dblp.org/rec/journals/csur/GuoWQL0023 | https://doi.org/10.1145/3583136 | Autonomous robots are increasingly served in real-world unstructured human environments with complex long-horizon tasks, such as restaurant serving and office delivery. Task and motion planning (TAMP) is a recent research method in Artificial Intelligence Planning for these applications. TAMP integrates high-level abst... | @article{DBLP:journals/csur/GuoWQL0023,
author = {Huihui Guo and
Fan Wu 0016 and
Yunchuan Qin and
Ruihui Li and
Keqin Li 0001 and
Kenli Li 0001},
title = {Recent Trends in Task and Motion Planning for Robotics: A ... |
1359791 | journals/csur/AfsarCF23 | Reinforcement Learning based Recommender Systems: A Survey. | Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 145:1-145:38 | https://dblp.org/rec/journals/csur/AfsarCF23 | https://doi.org/10.1145/3543846 | Recommender systems (RSs) have become an inseparable part of our everyday lives. They help us find our favorite items to purchase, our friends on social networks, and our favorite movies to watch. Traditionally, the recommendation problem was considered to be a classification or prediction problem, but it is now widely... | @article{DBLP:journals/csur/AfsarCF23,
author = {Mohammad Mehdi Afsar and
Trafford Crump and
Behrouz H. Far},
title = {Reinforcement Learning based Recommender Systems: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {7},
p... |
1360099 | journals/csur/YuLNY23 | Reinforcement Learning in Healthcare: A Survey. | Chao Yu 0004, Jiming Liu 0001, Shamim Nemati, Guosheng Yin | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 5:1-5:36 | https://dblp.org/rec/journals/csur/YuLNY23 | https://doi.org/10.1145/3477600 | As a subfield of machine learning, reinforcement learning (RL) aims at optimizing decision making by using interaction samples of an agent with its environment and the potentially delayed feedbacks. In contrast to traditional supervised learning that typically relies on one-shot, exhaustive, and supervised reward signa... | @article{DBLP:journals/csur/YuLNY23,
author = {Chao Yu 0004 and
Jiming Liu 0001 and
Shamim Nemati and
Guosheng Yin},
title = {Reinforcement Learning in Healthcare: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1359905 | journals/csur/HeinlGB23 | Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey. | Michael P. Heinl, Simon Gölz, Christoph Bösch 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 167:1-167:44 | https://dblp.org/rec/journals/csur/HeinlGB23 | https://doi.org/10.1145/3551386 | Remote electronic voting, often called online or Internet voting, has been subject to research for the last four decades. It is regularly discussed in public debates, especially in the context of enabling voters to conveniently cast their ballot from home using their personal devices. Since these devices are not under ... | @article{DBLP:journals/csur/HeinlGB23,
author = {Michael P. Heinl and
Simon Gölz and
Christoph Bösch 0001},
title = {Remote Electronic Voting in Uncontrolled Environments: A Classifying Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number ... |
1360049 | journals/csur/ShahbaziLAJ23 | Representation Bias in Data: A Survey on Identification and Resolution Techniques. | Nima Shahbazi, Yin Lin, Abolfazl Asudeh, H. V. Jagadish | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 293:1-293:39 | https://dblp.org/rec/journals/csur/ShahbaziLAJ23 | https://doi.org/10.1145/3588433 | Data-driven algorithms are only as good as the data they work with, while datasets, especially social data, often fail to represent minorities adequately. Representation Bias in data can happen due to various reasons, ranging from historical discrimination to selection and sampling biases in the data acquisition and pr... | @article{DBLP:journals/csur/ShahbaziLAJ23,
author = {Nima Shahbazi and
Yin Lin and
Abolfazl Asudeh and
H. V. Jagadish},
title = {Representation Bias in Data: A Survey on Identification and Resolution Techniques.},
journal = {ACM Comput. Surv.... |
1359921 | journals/csur/JeyarajBAGP23 | Resource Management in Cloud and Cloud-influenced Technologies for Internet of Things Applications. | Rathinaraja Jeyaraj, Anandkumar Balasubramaniam, Ajay Kumara M. A., Nadra Guizani, Anand Paul 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 242:1-242:37 | https://dblp.org/rec/journals/csur/JeyarajBAGP23 | https://doi.org/10.1145/3571729 | The trend of adopting Internet of Things (IoT) in healthcare, smart cities, Industry 4.0, and so on is increasing by means of cloud computing, which provides on-demand storage and computation facilities over the Internet. To meet specific requirements of IoT applications, the cloud has also shifted its service offering... | @article{DBLP:journals/csur/JeyarajBAGP23,
author = {Rathinaraja Jeyaraj and
Anandkumar Balasubramaniam and
Ajay Kumara M. A. and
Nadra Guizani and
Anand Paul 0001},
title = {Resource Management in Cloud and Cloud-influenced Techno... |
1360105 | journals/csur/ZhangD23 | Resource Management in Mobile Edge Computing: A Comprehensive Survey. | Xiaojie Zhang, Saptarshi Debroy | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 291:1-291:37 | https://dblp.org/rec/journals/csur/ZhangD23 | https://doi.org/10.1145/3589639 | With the evolution of 5G and Internet of Things technologies, Mobile Edge Computing (MEC) has emerged as a major computing paradigm. Compared to cloud computing, MEC integrates network control, computing, and storage to customizable, fast, reliable, and secure distributed services that are closer to the user and data s... | @article{DBLP:journals/csur/ZhangD23,
author = {Xiaojie Zhang and
Saptarshi Debroy},
title = {Resource Management in Mobile Edge Computing: A Comprehensive Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages = {291:1--291:37},
... |
1359945 | journals/csur/LeeMMMHRDHV23 | Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques. | JunKyu Lee, Lev Mukhanov, Amir Sabbagh Molahosseini, Umar Ibrahim Minhas, Yang Hua 0001, Jesús Martínez del Rincón, Kiril Dichev, Cheol-Ho Hong, Hans Vandierendonck | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 276:1-276:36 | https://dblp.org/rec/journals/csur/LeeMMMHRDHV23 | https://doi.org/10.1145/3587095 | Convolutional neural networks (CNNs) are used in our daily life, including self-driving cars, virtual assistants, social network services, healthcare services, and face recognition, among others. However, deep CNNs demand substantial compute resources during training and inference. The machine learning community has ma... | @article{DBLP:journals/csur/LeeMMMHRDHV23,
author = {JunKyu Lee and
Lev Mukhanov and
Amir Sabbagh Molahosseini and
Umar Ibrahim Minhas and
Yang Hua 0001 and
Jesús Martínez del Rincón and
Kiril Dichev and
... |
1360050 | journals/csur/SharmaBSJB23 | SLA Management in Intent-Driven Service Management Systems: A Taxonomy and Future Directions. | Yogesh Sharma, Deval Bhamare, Nishanth Sastry, Bahman Javadi, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 292:1-292:38 | https://dblp.org/rec/journals/csur/SharmaBSJB23 | https://doi.org/10.1145/3589339 | Traditional, slow and error-prone human-driven methods to configure and manage Internet service requests are proving unsatisfactory. This is due to an increase in Internet applications with stringent quality of service (QoS) requirements. Which demands faster and fault-free service deployment with minimal or without hu... | @article{DBLP:journals/csur/SharmaBSJB23,
author = {Yogesh Sharma and
Deval Bhamare and
Nishanth Sastry and
Bahman Javadi and
Rajkumar Buyya},
title = {SLA Management in Intent-Driven Service Management Systems: A Taxonomy and Futu... |
1359868 | journals/csur/FahyYG23 | Scarcity of Labels in Non-Stationary Data Streams: A Survey. | Conor Fahy, Shengxiang Yang, Mario Gongora 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 40:1-40:39 | https://dblp.org/rec/journals/csur/FahyYG23 | https://doi.org/10.1145/3494832 | In a dynamic stream there is an assumption that the underlying process generating the stream is non-stationary and that concepts within the stream will drift and change as the stream progresses. Concepts learned by a classification model are prone to change and non-adaptive models are likely to deteriorate and become i... | @article{DBLP:journals/csur/FahyYG23,
author = {Conor Fahy and
Shengxiang Yang and
Mario Gongora 0001},
title = {Scarcity of Labels in Non-Stationary Data Streams: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {2},
pages ... |
1359887 | journals/csur/GoudarziPB23 | Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions. | Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 152:1-152:41 | https://dblp.org/rec/journals/csur/GoudarziPB23 | https://doi.org/10.1145/3544836 | Fog computing, as a distributed paradigm, offers cloud-like services at the edge of the network with low latency and high-access bandwidth to support a diverse range of IoT application scenarios. To fully utilize the potential of this computing paradigm, scalable, adaptive, and accurate scheduling mechanisms and algori... | @article{DBLP:journals/csur/GoudarziPB23,
author = {Mohammad Goudarzi and
Marimuthu Palaniswami and
Rajkumar Buyya},
title = {Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions.},
journal = {ACM Comput. Surv.},... |
1359911 | journals/csur/HuangZLA23 | Scheduling of Resource Allocation Systems with Timed Petri Nets: A Survey. | Bo Huang 0008, Mengchu Zhou, Xiaoyu Sean Lu, Abdullah Abusorrah | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 230:1-230:27 | https://dblp.org/rec/journals/csur/HuangZLA23 | https://doi.org/10.1145/3570326 | Resource allocation systems (RASs) belong to a kind of discrete event system commonly seen in the industry. In such systems, available resources are allocated to concurrently running processes to optimize some performance criteria. Search strategies in the reachability graph (RG) of a timed Petri net (PN) attracted muc... | @article{DBLP:journals/csur/HuangZLA23,
author = {Bo Huang 0008 and
Mengchu Zhou and
Xiaoyu Sean Lu and
Abdullah Abusorrah},
title = {Scheduling of Resource Allocation Systems with Timed Petri Nets: A Survey.},
journal = {ACM Comput. Surv.},
... |
1359786 | journals/csur/AbbasEAYAISSTA23 | Security Assessment and Evaluation of VPNs: A Comprehensive Survey. | Haider Abbas, Naina Emmanuel, Muhammad Faisal Amjad, Tahreem Yaqoob, Mohammed Atiquzzaman, Zafar Iqbal, Narmeen Shafqat, Waleed Bin Shahid, Ali Tanveer, Umer Ashfaq | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 273:1-273:47 | https://dblp.org/rec/journals/csur/AbbasEAYAISSTA23 | https://doi.org/10.1145/3579162 | The use of Virtual Private Networks (VPNs) has witnessed an outstanding rise as they aim to provide confidentiality and anonymity to communication. Despite this enormous and ubiquitous usage, VPNs come with various security, misconfiguration, and performance related issues thereby hindering the users to take maximum ad... | @article{DBLP:journals/csur/AbbasEAYAISSTA23,
author = {Haider Abbas and
Naina Emmanuel and
Muhammad Faisal Amjad and
Tahreem Yaqoob and
Mohammed Atiquzzaman and
Zafar Iqbal and
Narmeen Shafqat and
... |
1359917 | journals/csur/IvanovLYS0L23 | Security Threat Mitigation for Smart Contracts: A Comprehensive Survey. | Nikolay Ivanov, Chenning Li, Qiben Yan, Zhiyuan Sun, Zhichao Cao 0001, Xiapu Luo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 326:1-326:37 | https://dblp.org/rec/journals/csur/IvanovLYS0L23 | https://doi.org/10.1145/3593293 | The blockchain technology, initially created for cryptocurrency, has been re-purposed for recording state transitions of smart contracts—decentralized applications that can be invoked through external transactions. Smart contracts gained popularity and accrued hundreds of billions of dollars in market capitalization in... | @article{DBLP:journals/csur/IvanovLYS0L23,
author = {Nikolay Ivanov and
Chenning Li and
Qiben Yan and
Zhiyuan Sun and
Zhichao Cao 0001 and
Xiapu Luo},
title = {Security Threat Mitigation for Smart Contracts: A Com... |
1359896 | journals/csur/HammiZN23 | Security Threats, Countermeasures, and Challenges of Digital Supply Chains. | Badis Hammi, Sherali Zeadally, Jamel Nebhen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 316:1-316:40 | https://dblp.org/rec/journals/csur/HammiZN23 | https://doi.org/10.1145/3588999 | The rapid growth of Information Communication Technologies (ICT) has impacted many fields. In this context, the supply chain has also quickly evolved toward the digital supply chain where digital and electronic technologies have been integrated into every aspect of its end-to-end process. This evolution provides numero... | @article{DBLP:journals/csur/HammiZN23,
author = {Badis Hammi and
Sherali Zeadally and
Jamel Nebhen},
title = {Security Threats, Countermeasures, and Challenges of Digital Supply Chains.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {... |
1360025 | journals/csur/ReisingerWB23 | Security and Privacy in Unified Communication. | Thomas Reisinger, Isabel Wagner, Eerke A. Boiten | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 55:1-55:36 | https://dblp.org/rec/journals/csur/ReisingerWB23 | https://doi.org/10.1145/3498335 | The use of unified communication; video conferencing, audio conferencing, and instant messaging has skyrocketed during the COVID-19 pandemic. However, security and privacy considerations have often been neglected. This article provides a comprehensive survey of security and privacy in Unified Communication (UC). We sys... | @article{DBLP:journals/csur/ReisingerWB23,
author = {Thomas Reisinger and
Isabel Wagner and
Eerke A. Boiten},
title = {Security and Privacy in Unified Communication.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {3},
pages =... |
1360044 | journals/csur/SchiappaRS23 | Self-Supervised Learning for Videos: A Survey. | Madeline C. Schiappa, Yogesh S. Rawat, Mubarak Shah | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 288:1-288:37 | https://dblp.org/rec/journals/csur/SchiappaRS23 | https://doi.org/10.1145/3577925 | The remarkable success of deep learning in various domains relies on the availability of large-scale annotated datasets. However, obtaining annotations is expensive and requires great effort, which is especially challenging for videos. Moreover, the use of human-generated annotations leads to models with biased learnin... | @article{DBLP:journals/csur/SchiappaRS23,
author = {Madeline C. Schiappa and
Yogesh S. Rawat and
Mubarak Shah},
title = {Self-Supervised Learning for Videos: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages ... |
1359998 | journals/csur/OpdahlADOTV23 | Semantic Knowledge Graphs for the News: A Review. | Andreas L. Opdahl, Tareq Al-Moslmi, Duc-Tien Dang-Nguyen, Marc Gallofré Ocaña, Bjørnar Tessem, Csaba Veres | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 140:1-140:38 | https://dblp.org/rec/journals/csur/OpdahlADOTV23 | https://doi.org/10.1145/3543508 | ICT platforms for news production, distribution, and consumption must exploit the ever-growing availability of digital data. These data originate from different sources and in different formats; they arrive at different velocities and in different volumes. Semantic knowledge graphs (KGs) is an established technique for... | @article{DBLP:journals/csur/OpdahlADOTV23,
author = {Andreas L. Opdahl and
Tareq Al-Moslmi and
Duc-Tien Dang-Nguyen and
Marc Gallofré Ocaña and
Bjørnar Tessem and
Csaba Veres},
title = {Semantic Knowledge Graphs f... |
1359802 | journals/csur/AlsaferyRP23 | Sensing within Smart Buildings: A Survey. | Wael Alsafery, Omer F. Rana, Charith Perera | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 297:1-297:35 | https://dblp.org/rec/journals/csur/AlsaferyRP23 | https://doi.org/10.1145/3596600 | Increasingly, buildings are being fitted with sensors for the needs of different sectors, such as education, industry and business. Using Internet of Things devices combined with analysis of data being generated by these devices, it is possible to infer a number of metrics, e.g., building occupancy and activities of oc... | @article{DBLP:journals/csur/AlsaferyRP23,
author = {Wael Alsafery and
Omer F. Rana and
Charith Perera},
title = {Sensing within Smart Buildings: A Survey.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {13s},
pages = {297:1--... |
1359985 | journals/csur/NafeesSCGB23 | Smart Grid Cyber-Physical Situational Awareness of Complex Operational Technology Attacks: A Review. | Muhammad Nouman Nafees, Neetesh Saxena, Alvaro A. Cárdenas, Santiago Grijalva, Pete Burnap | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 215:1-215:36 | https://dblp.org/rec/journals/csur/NafeesSCGB23 | https://doi.org/10.1145/3565570 | The smart grid (SG), regarded as the complex cyber-physical ecosystem of infrastructures, orchestrates advanced communication, computation, and control technologies to interact with the physical environment. Due to the high rewards that threats to the grid can realize, adversaries can mount complex cyber-attacks such a... | @article{DBLP:journals/csur/NafeesSCGB23,
author = {Muhammad Nouman Nafees and
Neetesh Saxena and
Alvaro A. Cárdenas and
Santiago Grijalva and
Pete Burnap},
title = {Smart Grid Cyber-Physical Situational Awareness of Complex Operat... |
1360082 | journals/csur/WangYCX23 | SoK: DAG-based Blockchain Systems. | Qin Wang 0008, Jiangshan Yu, Shiping Chen 0001, Yang Xiang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 261:1-261:38 | https://dblp.org/rec/journals/csur/WangYCX23 | https://doi.org/10.1145/3576899 | Limitations on high latency and low scalability of classical blockchain systems retard their adoptions and applications. Reconstructed blockchain systems have been proposed to avoid the consumption of competitive transactions caused by linear sequenced blocks. These systems, instead, structure transactions/blocks in th... | @article{DBLP:journals/csur/WangYCX23,
author = {Qin Wang 0008 and
Jiangshan Yu and
Shiping Chen 0001 and
Yang Xiang 0001},
title = {SoK: DAG-based Blockchain Systems.},
journal = {ACM Comput. Surv.},
volume = {55},
number = {... |
1360093 | journals/csur/XuPCF23 | SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols. | Jiahua Xu 0002, Krzysztof Paruch, Simon Cousaert, Yebo Feng | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 238:1-238:50 | https://dblp.org/rec/journals/csur/XuPCF23 | https://doi.org/10.1145/3570639 | As an integral part of the decentralized finance (DeFi) ecosystem, decentralized exchanges (DEXs) with automated market maker (AMM) protocols have gained massive traction with the recently revived interest in blockchain and distributed ledger technology (DLT) in general. Instead of matching the buy and sell sides, auto... | @article{DBLP:journals/csur/XuPCF23,
author = {Jiahua Xu 0002 and
Krzysztof Paruch and
Simon Cousaert and
Yebo Feng},
title = {SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols.},
journal = {ACM Comput. Surv.},
... |
1360012 | journals/csur/PicekPMWB23 | SoK: Deep Learning-based Physical Side-channel Analysis. | Stjepan Picek, Guilherme Perin, Luca Mariot, Lichao Wu, Lejla Batina | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,023 | unknown | 227:1-227:35 | https://dblp.org/rec/journals/csur/PicekPMWB23 | https://doi.org/10.1145/3569577 | Side-channel attacks represent a realistic and serious threat to the security of embedded devices for already almost three decades. A variety of attacks and targets they can be applied to have been introduced, and while the area of side-channel attacks and their mitigation is very well-researched, it is yet to be conso... | @article{DBLP:journals/csur/PicekPMWB23,
author = {Stjepan Picek and
Guilherme Perin and
Luca Mariot and
Lichao Wu and
Lejla Batina},
title = {SoK: Deep Learning-based Physical Side-channel Analysis.},
journal = {ACM Comput.... |
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