---
license: cc-by-4.0
pretty_name: AriaAccessReview laboratory IAM grants
task_categories:
  - tabular-classification
  - graph-ml
tags:
  - cybersecurity
  - iam
  - least-privilege
  - access-review
  - synthetic
language:
  - en
  - fa
size_categories:
  - n<1K
---

# AriaAccessReview laboratory IAM grants

Synthetic identity–role–resource snapshot for the AriaAccessReview least-privilege demo.

Identities are lab aliases (`usr_*`, `svc_*`, `brk_*`). Roles and resources are named lab objects. No production emails, directories, or employee performance fields are included.

## Files

- data/identities.csv
- data/roles.csv
- data/resources.csv
- data/grants.csv
- data/grants_preview.csv
- data/gold_events.json
- data/policies.json
- data/policies.md
- data/access_sample.json
- data/schema.json
- data/splits.json
- data/protocol.md
- data/evaluation.json
- data/sample_preview.json
- demo/ — runnable Gradio Space source
- showcase/ — organization static card

## Split

Development identities are `usr_0001`–`usr_0100`, `svc_0001`–`svc_0010`, and `brk_0001`–`brk_0005`. Test identities are the remainder. Rows that belong to one authored gold event stay with that identity. Peer comparison uses the same department and identity type.

## Gold policy

`unused_privileged`, `sod_conflict`, `ownerless`, `orphan_identity`, and `peer_excess` are review labels. `unused_break_glass`, `unused_service`, `unused_seasonal`, and `unused_inherited_base` are context. `unused_incomplete_log` is insufficient evidence: missing usage is not proof of no need.

## License

CC-BY-4.0. Keep the synthetic-data label.