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+ ---
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+ license: mit
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+ tags:
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+ - text-classification
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+ - phishing-detection
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+ - distilbert
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+ - adversarial-robustness
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+ ---
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+
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+ # DistilBERT Phishing Classifier — SMS Spam
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+
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+ Fine-tuned `distilbert-base-uncased` for binary phishing/spam classification,
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+ trained on the **SMS Spam** dataset as part of an empirical study on
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+ adversarial robustness (homoglyph substitution vs. synonym replacement attacks).
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+
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+ - Training: 3 epochs, batch size 32, AdamW, lr=2e-5
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+ - Baseline accuracy: see paper Table/Fig. 1
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+ - Part of: "Adversarial Robustness of NLP-Based Phishing Email Classifiers:
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+ A Multi-Dataset Empirical Study" (CJSJ 2026, Muktadir Arif)