Justin Hsu
Justin Hsu
Cornell University
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Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
11232019
Differential privacy: An economic method for choosing epsilon
J Hsu, M Gaboardi, A Haeberlen, S Khanna, A Narayan, BC Pierce, ...
2014 IEEE 27th Computer Security Foundations Symposium, 398-410, 2014
2462014
Linear dependent types for differential privacy
M Gaboardi, A Haeberlen, J Hsu, A Narayan, BC Pierce
Proceedings of the 40th annual ACM SIGPLAN-SIGACT symposium on Principles of …, 2013
1882013
Distributed private heavy hitters
J Hsu, S Khanna, A Roth
International Colloquium on Automata, Languages, and Programming, 461-472, 2012
1112012
Higher-Order Approximate Relational Refinement Types for Mechanism Design and Differential Privacy
G Barthe, M Gaboardi, EJG Arias, J Hsu, A Roth, PY Strub
Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT Symposium on Principles of …, 2015
832015
Proving differential privacy via probabilistic couplings
G Barthe, M Gaboardi, B Grégoire, J Hsu, PY Strub
2016 31st Annual ACM/IEEE Symposium on Logic in Computer Science (LICS), 1-10, 2016
722016
Private matchings and allocations
J Hsu, Z Huang, A Roth, T Roughgarden, ZS Wu
SIAM Journal on Computing 45 (6), 1953-1984, 2016
682016
Dual query: Practical private query release for high dimensional data
M Gaboardi, EJG Arias, J Hsu, A Roth, ZS Wu
International Conference on Machine Learning, 1170-1178, 2014
662014
System FC with explicit kind equality
S Weirich, J Hsu, RA Eisenberg
ACM SIGPLAN Notices 48 (9), 275-286, 2013
63*2013
Data poisoning against differentially-private learners: Attacks and defenses
Y Ma, X Zhu, J Hsu
arXiv preprint arXiv:1903.09860, 2019
552019
Synthesizing coupling proofs of differential privacy
A Albarghouthi, J Hsu
Proceedings of the ACM on Programming Languages 2 (POPL), 1-30, 2017
502017
Privately solving linear programs
J Hsu, A Roth, T Roughgarden, J Ullman
International Colloquium on Automata, Languages, and Programming, 612-624, 2014
502014
Advanced probabilistic couplings for differential privacy
G Barthe, N Fong, M Gaboardi, B Grégoire, J Hsu, PY Strub
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016
492016
Proving differential privacy in Hoare logic
G Barthe, M Gaboardi, EJG Arias, J Hsu, C Kunz, PY Strub
2014 IEEE 27th Computer Security Foundations Symposium, 411-424, 2014
492014
Fake news detection via NLP is vulnerable to adversarial attacks
Z Zhou, H Guan, MM Bhat, J Hsu
arXiv preprint arXiv:1901.09657, 2019
442019
Coupling proofs are probabilistic product programs
G Barthe, B Grégoire, J Hsu, PY Strub
ACM SIGPLAN Notices 52 (1), 161-174, 2017
422017
Synthesizing Probabilistic Invariants via Doob’s Decomposition
G Barthe, T Espitau, LM Ferrer Fiority, J Hsu
Computer Aided Verification: 28th International Conference, CAV 2016 …, 2016
422016
Online assignment of heterogeneous tasks in crowdsourcing markets
S Assadi, J Hsu, S Jabbari
Third AAAI Conference on Human Computation and Crowdsourcing, 2015
412015
A semantic account of metric preservation
A Azevedo de Amorim, M Gaboardi, J Hsu, S Katsumata, I Cherigui
ACM SIGPLAN Notices 52 (1), 545-556, 2017
392017
Jointly private convex programming
J Hsu, Z Huang, A Roth, ZS Wu
Proceedings of the twenty-seventh annual ACM-SIAM symposium on Discrete …, 2016
362016
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Статьи 1–20