CVE-2026-7712 — MindsDB Insecure Deserialization

title: CVE-2026-7712 - MindsDB Pickle Handler Deserialization Attempt
id: scw-2026-05-04-ai-1
status: experimental
level: critical
description: |
  Detects attempts to exploit CVE-2026-7712 in MindsDB by sending a crafted request to the GraphQL endpoint that triggers the insecure pickle.loads function for deserialization. This is a direct indicator of an attempt to leverage this specific vulnerability for initial access.
author: SCW Feed Engine (AI-generated)
date: 2026-05-04
references:
  - https://shimiscyberworld.com/posts/nvd-CVE-2026-7712/
tags:
  - attack.initial_access
  - attack.t1190
logsource:
    category: webserver
detection:
  selection:
      cs-uri|contains:
          - '/api/v1/graphql'
      cs-method|exact:
          - 'POST'
      cs-uri-query|contains:
          - 'pickle.loads'
      condition: selection
falsepositives:
  - Legitimate administrative activity

Source: Shimi's Cyber World · License & reuse