🏰 Palisade

Enterprise-grade ML model security scanner. Detects backdoors, supply chain attacks, and malicious payloads before they hit production.

Powered by a high-performance Rust core, Palisade delivers maximum speed and memory efficiency, enabling it to scan 70B+ parameter models on standard hardware.

⭐ Key Capabilities

• Blocks Pickle RCE - Completely prevents remote code execution via pickle files.
• Validates Model Integrity - Verifies SafeTensors and GGUF formats against tampering.
• Verifies Supply Chain - Enforces Sigstore signatures, SLSA provenance, and generates ML-BOMs.
• Catches Injection Attacks - Prevents tokenizer hijacking, config manipulation, and metadata exploits.
• Zero-Trust Architecture - Treats all models as potentially malicious until verified.

15 Security Validators provide multi-layered defense in depth (10 universal + 5 format-specific).

Commands

Performance

Palisade uses a native Rust core to handle massive models efficiently without OOM errors. It employs smart streaming and memory mapping to validate models larger than available RAM.

Palisade Ecosystem

• 🏆 Palisade Leaderboard
  Explore real-world scan performance, validator coverage, and benchmark results.
  👉 SafeLLM-leaderboard

• 📘 Palisade Documentation
  Learn about validators, supported formats, CLI usage, and security guarantees.
  👉 Highflame docs

🏰 Built with ❤️ by highflame • Securing the LLM supply chain