Aurora operator used Cursor Agent across ten victim networks
Review RAT-107 · Catalogue RAT-107
Gambit’s original describes a ransomware operator deploying Aurora and abusing Cursor Agent during intended victim-network exploitation. The operator’s assigned malicious objectives, not a benign task unexpectedly becoming an attack, explain the agent behavior.
Reviewed: · Rule: roguewatch-organizational-harm-v1
Dates and discovery
- Incident date
- Not disclosed
- Added to research / record
- Posted to RogueWatch
- No linked public incident
- First observed
- 2026-10-30T13:13:38.178734Z UTC
- Discovery channel
- User-supplied comparison audit
- Discovery source
- https://rogueaitracker.com/incidents/aurora-cursor-agent-ransomware-intrusions/
Dates use America/Los_Angeles. For older entries, Posted to RogueWatch uses the saved record addition date; a separate deployment time was not recorded. Future posting timestamps record first public qualification. Source publication and incident occurrence are separate.
Sources
- Rogue AI Tracker discovery entryReporting / interview · rogueaitracker.com
- gambit.securityOriginal account · gambit.security
Decision history
- · Case-by-case comparison audit
RAT-107: out-of-scope. Gambit’s original describes a ransomware operator deploying Aurora and abusing Cursor Agent during intended victim-network exploitation. The operator’s assigned malicious objectives, not a benign task unexpectedly becoming an attack, explain the agent behavior. Source checks: read: https://gambit.security/blog-posts/aurora-ransomware-targets-esxi-abuses-cursor-agent-for-exploitation. Gambit’s original describes a ransomware operator deploying Aurora and abusing Cursor Agent during intended victim-network exploitation. The operator’s assigned malicious objectives, not a benign task unexpectedly becoming an attack, explain the agent behavior.
Evidence source
A review decision applies only to the named scope. Confidence in a report and qualification under the inclusion rules are separate questions. Review records do not add incidents to the globe or leaderboard.