Gascón, Adrià
- Advances and Open Problems in Federated Learning
2019/12/10 by Peter Kairouz, H. Brendan McMahan, Kairouz, Peter +115 · 452 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- QUOTIENT: Two-Party Secure Neural Network Training and Prediction
2019/07/08 by Nitin Agrawal, Ali Shahin Shamsabadi, Agrawal, Nitin +5 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation
2021/11/03 by Bagdasaryan, Eugene, Kairouz, Peter, Mellem, Stefan +4 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Private Protocols for U-Statistics in the Local Model and Beyond
2019/10/09 by James Bell, Aurélien Bellet, Bell, James +5 · 1 citation
Computer Science · Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Auction Theory and Applications #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Random Matrices and Applications
- Grammar-based Compression of Unranked Trees
2018/02/15 by Adrià Gascón, Markus Lohrey, Gascón, Adrià +7 · 2 citations
Computer Science · #Software Testing and Debugging Techniques #Formal Methods in Verification #Logic, programming, and type systems