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prompt-injection-defense

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R3dShad0w7 / PromptMe

Star 79

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

requie / LLMSecurityGuide

Star 15

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 Oct 8, 2025

christycorrupt935 / Hands-On-Large-Language-Models

Star 2

🛠️ Explore large language models through hands-on projects and tutorials to enhance your understanding and practical skills in natural language processing.

agent text-generation multi-agent gpt model-acceleration optimization-techniques opentelemetry llm generative-ai scalability-strategies vulnerable-llm-application serving-infrastructure large-scale-deployment ai-security-testing prompt-injection-llm-security hans-on-llms prompt-injection-defense llm-red-teaming
  • Updated Dec 8, 2025
  • Jupyter Notebook

sookoothaii / llm-security-firewall

Star 0

Bidirectional security framework for human/LLM interfaces. Implements a defense-in-depth architecture with multiple validation layers for input, output, and agent state. Version 2.5.0 achieves a ~54 MB memory baseline (96% reduction) through PyTorch-free core execution and on-demand loading of advanced ML validators

deep-learning firewall memory-safety postgresql-database nlp-machine-learning ai-safety jailbreak-detection security-toolset red-teaming dempster-shafer-algorythm defense-in-depth heritage-science hexagonale-architecture prompt-injection llm-security adversarial-ml-in-security prompt-injection-detector prompt-injection-llm-security prompt-injection-defense bidirectional-firewall
  • Updated Dec 5, 2025
  • Python

AKURHULA / LLMSecurityGuide

Star 0

🛡️ 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 Dec 8, 2025

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