Aria AI — Cybersecurity
Collection
Evidence-linked cybersecurity review demos. Analyst workstations, not automatic enforcement. • 27 items • Updated
Datasets:
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WebWatch laboratory web and API logs
Synthetic seven-day Nginx/JSON fixture pack for the WebWatch anomaly-review demo.
Organization dataset and collection item are public. Live Gradio (alirezaaminzadeh/web-watch) and the organization card (AriaAICompany/web-watch) are queued until the Hugging Face daily Space-creation cap resets. Runnable Space source is stored in demo/. Collection: Aria AI — Cybersecurity.
Hosts are *.aria.invalid. Clients are aliases such as cli_br_03, never production addresses. Query tokens and emails are lab placeholders and are redacted before scoring.
Files
- data/requests.csv
- data/requests_preview.csv
- data/gold_events.json
- data/nginx_sample.log
- 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 is 2026-03-01 through 2026-03-04. Test is 2026-03-05 through 2026-03-07. Both shop-a and shop-b appear in each split. Rows that belong to one authored event stay in one split.
Gold policy
needs_review_* windows are authored ranges for automation-like clients, 404 bursts on non-catalog paths, and rare /internal or /admin access. benign_campaign and benign_deploy are healthy context. Crawlers are background. A high request count alone is not a security-review label.
License
CC-BY-4.0. Keep the synthetic-data label.
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