Concepedia

Ruoxi Jia

RJ

46

Publications

2.4K

Citations

26

H-Index

2014

Active since

Affiliations

University of California, Berkeley(Current)

Lawrence Berkeley National Laboratory

University of Illinois Urbana-Champaign

Tsinghua University

Ruoxi Jia is an author at University of California, Berkeley specializing in engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningData SecurityData PrivacyInformation SecurityAdversarial Machine LearningCryptographyDeep Learning

Publications per year

2014–2024

46

Publications

46

The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Yuheng Zhang, Ruoxi Jia, Hengzhi Pei et al. · 2020 · 399 citations

Engineering, Machine Learning, Information Security +17

Towards Efficient Data Valuation Based on the Shapley Value

Ruoxi Jia, David Dao, Boxin Wang et al. · arXiv (Cornell University) · 2019 · 185 citations · Full text

Engineering, Game Theory, Data Worth +22

Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information

Yi Zeng, Minzhou Pan, Hoang Anh Just et al. · 2023 · 165 citations · Full text

Engineering, Machine Learning, Evasion Technique +20

Efficient task-specific data valuation for nearest neighbor algorithms

Ruoxi Jia, David Dao, Boxin Wang et al. · Proceedings of the VLDB Endowment · 2019 · 152 citations

Engineering, Machine Learning, Computational Complexity +19

Virtual Occupancy Sensing: Using Smart Meters to Indicate Your Presence

Ming Jin, Ruoxi Jia, Costas J. Spanos · IEEE Transactions on Mobile Computing · 2017 · 117 citations · Full text

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