DeepTeam is a framework to red team LLMs and LLM systems.
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Jan 30, 2026 - Python
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llm-red-teaming
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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
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Jun 29, 2025 - Python
A comprehensive guide to adversarial testing and security evaluation of AI systems, helping organizations identify vulnerabilities before attackers exploit them.
ai redteaming redteam-tools ai-red-team redteaming-tools security-red-team ai-red-teaming llm-red-teaming redteam-guide readteaming-guide
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Jan 1, 2026
Semantic Stealth Attacks & Symbolic Prompt Red Teaming on GPT and other LLMs.
prompt-engineering ai-penetration-testing adversarial-ai llm-red-teaming symbolic-prompt gpt4-security obscuralabs
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May 16, 2025
RAG Poisoning Lab — Educational AI Security Exercise
ai-security rag poisoning-attack poisoning-attacks ai-penetration-testing llm-red-teaming rag-security
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Dec 7, 2025 - Python
Test and defend Large Language Models against prompt injections, jailbreaks, and adversarial attacks with a web-based interactive lab.
react docker kubernetes jailbreak model-alignment machine-learning-security ai-security fastapi huggingface prompt-injection llm-security llm-safety security-research-tool ai-evaluation-framework adversarial-ai prompt-defense llm-red-teaming
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Jan 28, 2026 - Python
🛠️ 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
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Feb 1, 2026 - Jupyter Notebook
Multi‑agent AI security testing framework that orchestrates red‑team analyses, consolidates findings with an arbiter, and records an immutable audit ledger—plus a deterministic demo mode for repeatable results.
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Jan 31, 2026 - Python
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