Demo: ViolentUTF as An Accessible Platform for Generative AI Red Teaming

The rapid integration of Generative AI (GenAI) into various applications necessitates robust risk management strategies which includes Red Teaming (RT) - an evaluation method for simulating adversarial attacks. Unfortunately, RT for GenAI is overly complex. This paper introduces violentUTF - an more accessible platform for GenAI RT. Through intuitive interfaces powered by LLMs and for LLMs, violentUTF aims to empower non-technical domain experts and students alongside technical experts, facilitate comprehensive security evaluation by unifying capabilities from existing RT frameworks and its own specialized evaluators. ViolentUTF was used for evaluating the robustness of a flagship LLM-based product in a US Government division. It also demonstrates effectiveness in evaluating LLMs’ cross-domain reasoning capability between cybersecurity and behavioral psychology.