GCD AI RADAR
incidents/AIR-2026-0370

LLM-Driven Ransomware Operator JADEPUFFER Targeted Production Database

AI-enabled attack3 Confirmed exploitationAI-assisted intrusion

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.

Details

type
AI-enabled attack
Attackers used AI as a meaningful part of a cyberattack against someone else.
categories
  • AI-assisted intrusion
    Threat actors using AI tooling in reconnaissance, exploitation, lateral movement or operations.
owasp llm top 10
no entry for these categories
mitre atlas
no technique for these categories
Both rows are derived from the type and categories (OWASP 2025 edition, ATLAS release 2026.09), not classified per record. How
severity
3 · Confirmed exploitation
Used against real targets; limited or unclear impact.
targets
Enterprise deployment, Framework / tooling
products
Langflow, JADEPUFFER
incident date
1 Jul 2026
first reported
1 Jul 2026
origin
AI Incident Database
Derived from the AI Incident Database (CC BY-SA 4.0).
classifier confidence
0.95 · published at or above 0.80; see the methodology
tags
ransomware · jadepuffer · agentic-threat · langflow
record
created 2026-10-18 06:33Z · updated 2026-10-18 06:59Z · json

Sources · 1

  1. 2026-07-01
    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database
    AI Incident Database · incidentdatabase.ai/cite/1578

Titles and links belong to their publishers. The summary above is written by GCD AI RADAR in its own words; data is CC BY-SA 4.0.

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