Security scanner for code and logs of AI-powered applications
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Jul 14, 2025 - Python
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llm-security
Here are 99 public repositories matching this topic...
Test your LLM system prompts against 287 real-world attack vectors including prompt injection, jailbreaks, and data leaks.
benchmark jailbreak safety ai-safety prompts red-teaming llm prompt-engineering prompt-injection llm-security system-prompts
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Dec 2, 2025 - Python
Comprehensive LLM AI Model protection - cybersecurity toolset aligned to addressing OWASP vulnerabilities - https://genai.owasp.org/llm-top-10/
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Jan 28, 2025 - Python
Stop prompt injections in 20ms. The safety toolkit every LLM app needs. No API keys, no complex setup, just `pip install llm-guard` and you're protected.
python nlp security machine-learning ai cybersecurity openai developer-tools gpt data-privacy ai-safety jailbreak-detection content-moderation pii-detection toxicity-detection llm chatgpt langchain prompt-injection llm-security
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Aug 23, 2025 - Python
Sovereign AI Infrastructure for Enterprise RAG. Zero-Trust PII Sanitization, Local Inference (CPU-optimized), and Docker-ready architecture.
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Dec 1, 2025 - Python
Trained Without My Consent (TraWiC): Detecting Code Inclusion In Language Models Trained on Code
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Jun 20, 2024 - Python
Simulating prompt injection and guardrail bypass across chained LLMs in security decision pipelines.
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Dec 5, 2025 - Python
Security scanner for LLM/RAG applications - Test for prompt injection, jailbreaks, PII leakage, hallucinations & more
cli security jailbreak owasp penetration-testing red-team ai-safety vulnerability-scanner ai-security rag fastapi pii-detection llm prompt-injection llm-security
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Dec 12, 2025 - Python
PromptSniffer is a security auditing tool designed for authorized penetration testing and corporate DLP monitoring. It captures and monitors prompts sent to Large Language Models (ChatGPT, Claude, Gemini, etc.) across your entire network, providing real-time email alerts and comprehensive logging.
security ai prompt mitmproxy dlp prompts claude data-loss-prevention ai-security threat-detection compliance-monitoring chatgpt prompt-injection prompt-management llm-security claude-code
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Nov 10, 2025 - Python
Open-source enforcement layer for LLM safety and governance — ingress/egress evaluation, policy packs, verifier support, and multimodal protection.
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Nov 29, 2025 - Python
A research framework for implementing and evaluating poisoning attacks on Retrieval-Augmented Generation (RAG) systems, enabling the study of their security vulnerabilities.
security-research adversarial-attacks data-poisoning research-framework langchain llm-security retrieval-augmented-generation
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Aug 3, 2025 - Python
Evaluating LLM Robustness with Manipulated Prompts
python ai python3 jailbreaking large-language-models prompt-engineering llms prompt-injection gen-ai genai llm-security llm-evaluation genai-evaluation prompt-attacks
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Sep 26, 2025 - Python
A research framework for simulating, detecting, and defending against backdoor loop attacks in LLM-based multi-agent systems.
cybersecurity multi-agent-systems red-teaming ai-security backdoor-attacks large-language-models llm-security adversarial-ai python-simulation-framework
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Aug 4, 2025 - Python
PromptMe is an educational project that showcases security vulnerabilities in large language models (LLMs) and their web integrations. It includes 10 hands-on challenges inspired by the OWASP LLM Top 10, demonstrating how these vulnerabilities can be discovered and exploited in real-world scenarios.
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Dec 8, 2025 - Python
CLI tool that uses the Lakera API to perform security checks in LLM inputs
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Mar 13, 2024 - Python
This repo focus on how to deal with prompt injection problem faced by LLMs
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Oct 19, 2023 - Python
MalPromptSentinel (MPS) is a Claude Code skill that detects malicious prompts in uploaded files before Claude processes them. It provides two-tier scanning to identify prompt injection attacks, role manipulation attempts, privilege escalation, and other adversarial techniques.
ai-security llm-security prompt-security claude-skill prompt-injection-detection malicious-prompt-scanner ai-prompt-protection
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Nov 27, 2025 - Python
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