LLM Security(@llm_sec):Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis 🌶️ "Our study evaluates prominent scanners - Garak, Giskard, PyRIT, and CyberSecEval - that adapt red-teaming practices to expose these vulnerabilities. We detail the distinctive features and practical use of these scanners, outline unifying principles of their design and perform quantitative evaluations to compare them. Based on the above, we provide strategic recommendations to assist organizations choose the most suitable scanner for their red-teaming needs, accounting for customizability, test suite comprehensiveness, and industry-specific use cases." paper: https://t.co/1L1Xoa1G4n (non-peer-reviewed)

2024.10.29 19:51

Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis 🌶️ "Our study evaluates prominent scanners - Garak, Giskard, PyRIT, and CyberSecEval - that adapt red-teaming practices to expose these vulnerabilities. We detail the distinctive features and practical use of these scanners, outline unifying principles of their design and perform quantitative evaluations to compare them. Based on the above, we provide strategic recommendations to assist organizations choose the most suitable scanner for their red-teaming needs, accounting for customizability, test suite comprehensiveness, and industry-specific use cases." paper: (non-peer-reviewed)