Aria AI — Cybersecurity
Collection
Evidence-linked cybersecurity review demos. Analyst workstations, not automatic enforcement. • 27 items • Updated
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RansomWatch laboratory endpoint file telemetry
Synthetic five-day file and process fixture pack for the AriaRansomWatch behavior-review demo.
Organization dataset and collection item are public. Live Gradio (alirezaaminzadeh/aria-ransom-watch) and the organization card (AriaAICompany/aria-ransom-watch) follow the same hosting split as the rest of the cybersecurity collection. Runnable Space source is stored in demo/. Collection: Aria AI — Cybersecurity.
Hosts, processes, and paths are aliases. There is no ransomware binary and no file content. entropy_hint is a precomputed field. The suffix .labren is a laboratory marker.
Files
- data/events.csv
- data/events_preview.csv
- data/gold_events.json
- data/sysmon_sample.jsonl
- data/schema.json
- data/splits.json
- data/protocol.md
- data/feature_card.md
- data/evaluation.json
- data/sample_preview.json
- demo/ — runnable Gradio Space source
- showcase/ — organization static card
Split
Development is 2026-04-01 through 2026-04-03. Test is 2026-04-04 through 2026-04-05. Both site-east and site-west appear in each split. Rows that belong to one authored event stay in one split. Train and test review events use different hosts and process names.
Gold policy
needs_review_* windows are authored ranges for a ransom-like burst and a slow sequential rename. benign_backup, benign_install, and benign_convert are healthy context. A high file-change count alone is not a security-review label.
License
CC-BY-4.0. Keep the synthetic-data label.
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