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Busy Since Joined USC
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Busy Since Joined USC
4.1k followers · 24 following

Achievements

Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Arctic Code Vault Contributor

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  • Pro

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@pygod-team @Open-Source-ML @USC-FORTIS

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yzhao062/README.md

Hi there, I'm Yue Zhao (赵越) 👋

I am an Assistant Professor at USC Computer Science, where I lead the FORTIS Lab. My research focuses on AI auditing — making AI systems inspectable, safe, and accountable. See my homepage for more.

🌱 Research

AI systems are being deployed faster than they can be verified. I build the methods, benchmarks, and open-source tools for AI auditing: how to inspect and evaluate AI systems (auditing and assurance), what failure modes and attack surfaces to audit for (safety and security), and where accountability is not optional (science and society).

💡 Open Source

Creator and core developer of PyOD, agent-audit, Aegis, TrustLLM, and other widely used ML systems — 35M+ downloads and 28K+ GitHub stars. Used across academia, industry, and government, including by NASA, Tesla, Morgan Stanley, and the U.S. Senate.

📫 Contact

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  1. pyod pyod Public

    A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

    Python 9.8k 1.5k

  2. USC-FORTIS/AD-AGENT USC-FORTIS/AD-AGENT Public

    A multi-agent framework to fully automate anomaly detection in different modalities, tabular, graph, time series, and more (work in progress)!

    Python 96 31

  3. HeadyZhang/agent-audit HeadyZhang/agent-audit Public

    Static security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 49 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.

    Python 132 12

  4. Justin0504/Aegis Justin0504/Aegis Public

    Runtime policy enforcement for AI agents. Cryptographic audit trail, human-in-the-loop approvals, kill switch. Zero code changes.

    TypeScript 296 26

  5. anomaly-detection-resources anomaly-detection-resources Public

    Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

    Python 9.2k 1.8k

  6. USC-FORTIS/AD-LLM USC-FORTIS/AD-LLM Public

    [ACL Findings 2025] A benchmark for anomaly detection using large language models. It supports zero-shot detection, data augmentation, and model selection, with scripts and data for GPT-4 and Llama…

    Python 42 8