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prompt-injection-defense

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R3dShad0w7 / PromptMe

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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.

owasp vulnerable-application owasp-top-10 ai-security llm prompt-injection vulnerable-llm-application ai-security-testing prompt-injection-llm-security prompt-injection-defense llm-red-teaming llm-top10
  • Updated Jun 29, 2025
  • Python

sookoothaii / llm-security-firewall

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Bidirectional Security Framework for Human/LLM Interfaces - RC9-FPR4 baseline frozen (ASR 2.76%, Wilson Upper 3.59% GATE PASS, FPR stratified: doc_with_codefence 0.79% Upper GATE PASS, pure_doc 4.69% Upper). RC10.3c development integrated (semantic veto, experimental). Tests: 833/853 (97.7%), MyPy clean, CI GREEN. Shadow deployment ready.

deep-learning firewall memory-safety postgresql-database nlp-machine-learning ai-safety prometheus-monitoring-solution security-toolset dempster-shafer-algorythm heritage-science adversarial-robustness-toolbox prompt-injection llm-security prompt-injection-detector prompt-injection-llm-security prompt-injection-defense cybersecurity-projects-portfolio bidirectional-firewall
  • Updated Nov 19, 2025
  • Python

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