基本信息
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职业迁徙
个人简介
My broad research focus is on adversarial machine learning. Specifically, I develop methods to digest the hidden information within deep neural networks into intuitive and often security-related metrics, such as overthinking. I also have done work in exploring practical threat models against ML systems, such as sneaky poisoning attacks or hardware-based attacks, and I recently started working in ML privacy, including differential privacy. As a huge psychology geek, I am hoping to utilize the concepts and techniques from cognitive psychology in my research.
研究兴趣
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semanticscholar
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D-Core
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