🧰 ModelScan

The items that name it 5

• Malicious Model Detection with MLTracer Syscalls
  writeup2026-09-01It is written here as ModelScan (Protect AI): denylist-based model scanner.

  Protect AI

• awesome-ai-security-tools
  repo2026-07-11

  Scans ML model files for unsafe serialization patterns and embedded code, focused on model serialization attacks

• Pantheon-Security/medusa
  repo2026-05-10

  ML model vulnerability detection, installed via 'medusa install --ai-tools'

• anmolksachan/AI-ML-Free-Resources-for-Security-and-Prompt-Injection
  repo2026-05-07

  ProtectAI tool to scan ML model files for malicious payloads

• Beyond F1: Evaluating Coverage and Failure Recovery in AI Model Security Scanners
  paper

  Static scanner for identifying executable or unsafe content in machine-learning artifacts; evaluated in this benchmark, achieved definitive security decisions for 67 of 135 labeled families (49.6%), with 100% precision, recall, and F1 conditional on making a definitive judgment; failed to complete a