AI/ML●Mid
Fluiq – detect prompt injection, PII, Crescendo attack 2 line of Python
Yet another LLM ops layer when LangSmith, Helicone, and Braintrust already exist.
Ship It
SaurabhKumbhar
203d ago
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GitHub Repository
An adversarial evaluation framework for LLM-integrated Security Operations Centers
4 starsPython
RedSOC – 100% prompt injection success on AI SoC assistants
by krishna3145·Apr 27, 2026·2 points·0 comments
AI Analysis
●MidBold BetNiche Gem
Research framework with published paper, not a production red-teaming tool.
Strengths
- •Covers multiple attack vectors: prompt injection, RAG poisoning, multi-agent hijacking
- •Published benchmarks and dataset on Figshare for reproducibility
Weaknesses
- •Active development status means no stable release for practical use
- •Title claims 100% success without context on test conditions
Category
Target Audience
AI security researchers, SOC teams evaluating AI assistants
Similar To
Garak · PyRIT · LLM Red Team
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