Concepedia

Justin Hsu

JH

41

Publications

5.7K

Citations

23

H-Index

2013

Active since

Affiliations

IMDEA Software Institute(Current)

California University of Pennsylvania

University of Pennsylvania

University of Wisconsin–Madison

University at Buffalo, State University of New York

Justin Hsu is an author at IMDEA Software Institute specializing in engineering, computer science, and data privacy.

Top concepts

EngineeringComputer ScienceFormal MethodsData PrivacyFormal VerificationCryptographyData SecurityVerificationProgram AnalysisAutomated Reasoning

Publications per year

2013–2023

41

Publications

41

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

Differential Privacy: An Economic Method for Choosing Epsilon

Justin Hsu, Marco Gaboardi, Andreas Haeberlen et al. · 2014 · 266 citations · Full text

Linear dependent types for differential privacy

Marco Gaboardi, Andreas Haeberlen, Justin Hsu et al. · 2013 · 169 citations

Privacy Protection, Engineering, Information Security +16

Data Poisoning against Differentially-Private Learners: Attacks and Defenses

Yuzhe Ma, Xiaojin Zhu, Justin Hsu · 2019 · 104 citations · Full text

Artificial Intelligence, Data Poisoning Attacks, Privacy Protection +18

Proving Differential Privacy via Probabilistic Couplings

Gilles Barthe, Marco Gaboardi, Benjamin Grégoire et al. · 2016 · 97 citations · Full text

Privacy Protection, Engineering, Information Security +15

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