{
 "id": "AIR-2026-0370",
 "slug": "llm-driven-ransomware-operator-jadepuffer-targeted-productio",
 "title": "LLM-Driven Ransomware Operator JADEPUFFER Targeted Production Database",
 "summary": "A ransomware operator utilized an LLM-driven agent to pivot from an internet-facing vulnerability into a database extortion operation. The attack left the target victim environment damaged and unrecoverable.",
 "type": "ai_enabled_attack",
 "categories": [
  "ai_assisted_intrusion"
 ],
 "severity": 3,
 "targets": [
  "enterprise_deployment",
  "framework_or_tooling"
 ],
 "products": [
  "Langflow",
  "JADEPUFFER"
 ],
 "incident_date": "2026-07-01",
 "incident_date_precision": "day",
 "first_reported": "2026-07-01",
 "sources": [
  {
   "url": "https://incidentdatabase.ai/cite/1578",
   "publisher": "AI Incident Database",
   "title": "LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database",
   "published_at": "2026-07-01"
  }
 ],
 "source_count": 1,
 "confidence": 0.95,
 "status": "published",
 "origin": "seed_aiid",
 "tags": [
  "ransomware",
  "jadepuffer",
  "agentic-threat",
  "langflow"
 ],
 "created_at": "2026-10-18T06:33:31.967Z",
 "updated_at": "2026-10-18T06:59:35.797Z"
}