基本信息
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职业迁徙
个人简介
My research interests broadly cover security and privacy aspects of large online services. I am particularly interested in the emerging space at the intersection of machine learning and security. Three research directions include: (1) Attacks using ML: Investigating how recent developments in ML can be misused to abuse online services. (2) Attacks on ML systems: Understanding vulnerabilities of ML systems and improving robustness. (3) ML for better security/privacy: Leveraging advances in ML to build better defenses against attacks on online services.
研究兴趣
论文共 47 篇作者统计合作学者相似作者
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arxiv(2023)
引用30浏览0EIWOS引用
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Connor Weeks, Aravind Cheruvu, Sifat Muhammad Abdullah, Shravya Kanchi,Danfeng (Daphne) Yao,Bimal Viswanath
39TH ANNUAL COMPUTER SECURITY APPLICATIONS CONFERENCE, ACSAC 2023pp.521-534, (2023)
IEEE Transactions on Software Engineeringno. 6 (2023): 3524-3535
引用2浏览0EIWOS引用
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2022 IEEE/ACM 44th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)pp.360-361, (2022)
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ACM Transactions on Software Engineering and Methodology (2022)
Proceedings of the ACM/IEEE 44th International Conference on Software Engineering: Companion Proceedingspp.360-361, (2022)
user-5ed732bc4c775e09d87b4c18(2022)
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arxiv(2021)
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