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Hengrui Jia
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 14
Top Topics
Hyperspectral Image Classification
Top Venues
CoRR
IEEE Symposium on Security and Privacy
USENIX Security Symposium
EuroS&P
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Publications
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Anvith Thudi
,
Hengrui Jia
,
Casey Meehan
,
Ilia Shumailov
,
Nicolas Papernot
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD.
CoRR
(2023)
Congyu Fang
,
Hengrui Jia
,
Anvith Thudi
,
Mohammad Yaghini
,
Christopher A. Choquette-Choo
,
Natalie Dullerud
,
Varun Chandrasekaran
,
Nicolas Papernot
Proof-of-Learning is Currently More Broken Than You Think.
EuroS&P
(2023)
Papia F. Rozario
,
Eleana Ruehmann
,
Tyler Pham
,
Tianqi Sun
,
Jacob Jensen
,
Hengrui Jia
,
Zhongyue Yu
,
Rahul Gomes
Deep Learning Patch-Based Approach for Hyperspectral Image Classification.
eIT
(2023)
Anvith Thudi
,
Hengrui Jia
,
Ilia Shumailov
,
Nicolas Papernot
On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning.
USENIX Security Symposium
(2022)
Congyu Fang
,
Hengrui Jia
,
Anvith Thudi
,
Mohammad Yaghini
,
Christopher A. Choquette-Choo
,
Natalie Dullerud
,
Varun Chandrasekaran
,
Nicolas Papernot
On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning.
CoRR
(2022)
Hengrui Jia
,
Hongyu Chen
,
Jonas Guan
,
Ali Shahin Shamsabadi
,
Nicolas Papernot
A Zest of LIME: Towards Architecture-Independent Model Distances.
ICLR
(2022)
Anvith Thudi
,
Hengrui Jia
,
Ilia Shumailov
,
Nicolas Papernot
On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning.
CoRR
(2021)
Lucas Bourtoule
,
Varun Chandrasekaran
,
Christopher A. Choquette-Choo
,
Hengrui Jia
,
Adelin Travers
,
Baiwu Zhang
,
David Lie
,
Nicolas Papernot
Machine Unlearning.
IEEE Symposium on Security and Privacy
(2021)
Hengrui Jia
,
Mohammad Yaghini
,
Christopher A. Choquette-Choo
,
Natalie Dullerud
,
Anvith Thudi
,
Varun Chandrasekaran
,
Nicolas Papernot
Proof-of-Learning: Definitions and Practice.
CoRR
(2021)
Varun Chandrasekaran
,
Hengrui Jia
,
Anvith Thudi
,
Adelin Travers
,
Mohammad Yaghini
,
Nicolas Papernot
SoK: Machine Learning Governance.
CoRR
(2021)
Hengrui Jia
,
Christopher A. Choquette-Choo
,
Varun Chandrasekaran
,
Nicolas Papernot
Entangled Watermarks as a Defense against Model Extraction.
USENIX Security Symposium
(2021)
Hengrui Jia
,
Mohammad Yaghini
,
Christopher A. Choquette-Choo
,
Natalie Dullerud
,
Anvith Thudi
,
Varun Chandrasekaran
,
Nicolas Papernot
Proof-of-Learning: Definitions and Practice.
IEEE Symposium on Security and Privacy
(2021)
Hengrui Jia
,
Christopher A. Choquette-Choo
,
Nicolas Papernot
Entangled Watermarks as a Defense against Model Extraction.
CoRR
(2020)
Lucas Bourtoule
,
Varun Chandrasekaran
,
Christopher A. Choquette-Choo
,
Hengrui Jia
,
Adelin Travers
,
Baiwu Zhang
,
David Lie
,
Nicolas Papernot
Machine Unlearning.
CoRR
(2019)