基本信息
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职业迁徙
个人简介
My research areas are security & privacy, fair and trustworthy artificial intelligence, and formal methods. I am currently working to understand the unique problems that can arise in data-driven systems, which often incorporate machine learning for greater automation or to aid with decision-making. Oftentimes these systems pose a risk to the privacy of end-users and data subjects, unwittingly introduce new forms of discrimination, or jeopardize safety and security in adversarial settings. My goal is to find ways to identify these issues in real, concrete systems before they cause harm, and methods to construct new ones with rigorous guarantees of safety and accountability.
研究兴趣
论文共 89 篇作者统计合作学者相似作者
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CoRR (2023)
引用321浏览0EI引用
321
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CoRR (2023)
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arXiv (Cornell University) (2023)
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arxiv(2023)
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Andy Zou, Long Phan, Sarah Chen, James Campbell,Phillip Guo, Richard Ren,Alexander Pan, Xuwang Yin,Mantas Mazeika, Ann-Kathrin Dombrowski, Shashwat Goel,Nathaniel Li,
CoRR (2023)
引用62浏览0EI引用
62
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Zifan Wang,Yuhang Yao, Chaoran Zhang,Han Zhang,Youjie Kang,Carlee Joe-Wong,Matt Fredrikson,Anupam Datta
arxiv(2022)
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