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llm-security-compliance-prompt-injection

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requie / LLMSecurityGuide

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Star 77

A comprehensive reference for securing Large Language Models (LLMs). Covers OWASP GenAI Top-10 risks, prompt injection, adversarial attacks, real-world incidents, and practical defenses. Includes catalogs of red-teaming tools, guardrails, and mitigation strategies to help developers, researchers, and security teams deploy AI responsibly.

offensive-security ai-safety red-teaming ai-security prompt-injection llm-security llm-vulnerabilities generative-ai-security-assurance prompt-injection-llm-security ai-security-tool prompt-injection-defense llm-security-compliance-prompt-injection generative-ai-security
  • Updated Apr 3, 2026

regaan / basilisk

Star 16

Basilisk — Open-source AI red teaming framework with genetic prompt evolution. Automated LLM security testing for GPT-4, Claude, Grok, Gemini. OWASP LLM Top 10 coverage. 32 attack modules.

security ai jailbreak genetic-algorithm owasp pentesting offensive-security red-team vulnerability-scanner red-teaming ai-security basilisk llm prompt-injection llm-security owasp-llm-top-10 ai-red-teaming adversarial-ai llm-security-compliance-prompt-injection chatgpt-security
  • Updated Apr 24, 2026
  • Python

kevinl05 / promptmenot

Star 6

Detect and sanitize prompt injection attacks in Rails apps. Protects against direct injection (users hacking your LLMs via form inputs) and indirect injection (malicious prompts stored for other LLMs to scrape). ~70 detection patterns across 7 attack categories with configurable sensitivity levels. Now includes resource extraction detection pattern

security-tools injection-attacks llm-security prompt-injection-detector prompt-injection-defense llm-security-compliance-prompt-injection
  • Updated Feb 25, 2026
  • Ruby

AKURHULA / LLMSecurityGuide

Star 3

🛡️ Explore tools for securing Large Language Models, uncovering their strengths and weaknesses in the realm of offensive and defensive security.

offensive-security ai-safety red-teaming ai-security prompt-injection llm-security llm-vulnerabilities generative-ai-security-assurance prompt-injection-llm-security ai-security-tool prompt-injection-defense llm-security-compliance-prompt-injection generative-ai-security
  • Updated Apr 24, 2026

sichgate / sichgate-methodology

Star 1

Open methodology for systematic adversarial evaluation of small language models in regulated industry deployments

nist jailbreak hipaa slm ai-safety red-teaming machine-learning-security bias-detection compliance-automation healthcare-ai quantization-aware-training adversarial-ml mlsecops prompt-injection small-language-models eu-ai-act ai-red-teaming llm-security-compliance-prompt-injection regulated-industries open-weight-models
  • Updated Apr 3, 2026
  • Python

Miraj-Rahman-AI / RAI-RAG

Star 0

Risk-Aware Introspective RAG (RAI-RAG) is a safety-aligned RAG framework integrating introspective reasoning, risk-aware retrieval gating, and secure evidence filtering to build trustworthy, robust, and secure LLM and agentic AI systems.

trustworthy-ai safety-alignment retrieval-augmented-generation-rag agentic-ai-security llm-security-compliance-prompt-injection ai-safety-research risk-aware-ai introspective-reasoning
  • Updated Mar 7, 2026
  • Python

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