Model Security Python Packages

guardana-core

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-report

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-rules

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-cli

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

guardana-server

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

adaptersentry

Static security scanner for LoRA adapters (.safetensors) — M1 static analyzer for weight-level anomalies.

knowyourai

Is the model on your machine the model it claims to be? Zero-dependency CLI that verifies open-weight models (GGUF, safetensors, Ollama, Hugging Face) and pins them in a lockfile.

llm-security-gates

Python security gates for LLM systems: prompt-injection filtering, model artifact scanning, and garak-based red-team scoring.

glyphhound

Deterministic scanner that detects code-executing chat templates in model files (GGUF / Ollama / Hugging Face) before you load the model.

mlsec

Collection of Python security analysis tools for ML models and infrastructure. Includes FGSM harness, model inspection, poison monitoring, and deployment security validation.