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Entities

Database operators

Incidents Harmed By

Incident 15781 Report
LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

2026-07-01

Sysdig reported that a ransomware operator it dubbed JADEPUFFER used an LLM-driven agent to turn access through a vulnerable internet-facing Langflow deployment into a database-extortion operation. The report said the activity reached a production database server and produced concrete disruption, with the victim environment allegedly left in a damaged and unrecoverable state alongside a ransom demand.

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Related Entities
Other entities that are related to the same incident. For example, if the developer of an incident is this entity but the deployer is another entity, they are marked as related entities.
 

Entity

JADEPUFFER

Incidents involved as Deployer
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

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Entity

Ransomware operators

Incidents involved as Deployer
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Cybercriminals

Incidents involved as Deployer
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Agentic threat actors

Incidents involved as Deployer
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Large language model developers

Incidents involved as Developer
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

AI agent system developers

Incidents involved as Developer
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Operators of Langflow deployments

Incidents Harmed By
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Large language models

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

AI agent systems

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Agentic ransomware

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Ransomware

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

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Entity

Langflow

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Nacos configuration service

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

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Entity

MySQL databases

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More
Entity

Production database servers

Incidents implicated systems
  • Incident 1578
    1 Report

    LLM-Driven Ransomware Operator Dubbed JADEPUFFER Reportedly Targeted Production Database

More

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