We are a research group focused on building safer AI systems. We are working on the security and safety of LLM-powered agentic systems powered by foundation models.
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Mirror GUI — LLM-based GUI Simulator for Agentic Data Synthesis and Evaluation
Mirror GUI is a GUI simulator driven by large language models (LLMs), designed to test and evaluate AI agents interacting with a desktop-like environment. It simulates an Ubuntu-style desktop with application windows, UI elements and a file system so agents can perform GUI actions and researchers can analyze behavior and safety.
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ThoughtAligner - A plug-and-play safety aligner module for your tool-use agent's chain-of-thought
Are you worried about your AI deleting your important files without asking for permission? Or it just does something unexpected yet dangerous. ThoughtAligner is here for you.
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MirrorGuard - A plug-and-play safety aligner module for your GUI agent's chain-of-thought
CUA Agents provide additional challenges due to its multi-modal nature. Don't worry. MirrorGuard is here for you.
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ReasoningShield - A lightweight model for monitoring the content safety of the CoT.
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XuanwuBox - Your AI security advisor in the Docker runtime for your agentic system (To be released)
- NVWA Project - Preparing for the emergence of silicon-based life. Indentifying the risks of autonomy
AI research is accelerating the transition toward silicon-based life. Our mission is to identify the risks of autonomous emergence, prevent uncontrolled proliferation, and develop essential control technologies.