llm-security-tools

Here are 5 public repositories matching this topic...

IdoGol24 / weir

Keep your sensitive credentials out of the agents you build and the coding agent you use. Test any agent with planted fake keys, or see which of your real keys a Claude Code session exposed.

python testing ai ci agents devsecops ai-agents security-testing ai-security data-leakage open-telemetry canary-tokens llm-security secret-detection agent-security claude-code llm-security-tools

Updated Nov 5, 2026
Python

arian-gogani / failopen

Star

Guardrails and eval scorers that return the safe answer without checking anything. Every case reproduced against the shipped code.

ai-safety security-research guardrails prompt-injection llm-security llm-evaluation agent-security llm-security-tools

Updated Oct 1, 2026
Python

ScottColeSW / Agent-Defense-Theater

Star

A governed range for testing AI agent defenses: Agent Theater’s earned-trust tiers and human oversight, plus an adversarial arena that attacks each OWASP Top 10 for Agentic Applications risk. Measured results, honest gaps, and what it would take to close them.

human-in-the-loop red-teaming mitre-atlas llm-security owasp-llm-top-10 ai-agent-security agent-governance llm-security-compliance-prompt-injection llm-security-prompt-injection llm-security-probe llm-security-benchmark owasp-agentic-top-10 llm-security-prompt-injection-ai-safety llm-security-proxy llm-security-testing llm-security-audit llm-security-tools

Updated Oct 31, 2026
Python

Miraj-Rahman-AI / Adv-Web-Agent-Security

Star

A collection of research and engineering projects for securing LLM-based Web Agents against direct prompt injection, unauthorized actions, privacy violations, and excessive agency. Includes runtime defenses, action verification, security benchmarks, memory protection, and least-privilege controls.

access-control prompt-injection llm-security ai-agents-and-tools llm-security-prompt-injection-ai-safety llm-security-tools web-agent-security

Updated Nov 5, 2026
Python

jilejiang10-create / agent-skill-security

Star

Security scanner for AI Agents, Agent Skills, Plugins and automation workflows. Detects prompt injection, secret exposure, unsafe code execution and risky tool behaviors before deployment.

python automation cybersecurity developer-tools security-scanner ai-safety security-tools ai-agents ai-security prompt-injection llm-security agent-skills agent-security ai-agent-security llm-security-tools

Updated Aug 18, 2026
Python

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