| Advances and open problems in federated learning P Kairouz, HB McMahan Foundations and trends in machine learning 14 (1-2), 1-210, 2021 | 9924 | 2021 |
| Secure single-server aggregation with (poly) logarithmic overhead JH Bell, KA Bonawitz, A Gascón, T Lepoint, M Raykova Proceedings of the 2020 ACM SIGSAC conference on computer and communications …, 2020 | 669 | 2020 |
| The privacy blanket of the shuffle model B Balle, J Bell, A Gascón, K Nissim Annual International Cryptology Conference, 638-667, 2019 | 359 | 2019 |
| Mariana Raykova, Dawn Song, Weikang Song, Sebastian U P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth …, 2021 | 314 | 2021 |
| QUOTIENT: Two-party secure neural network training and prediction N Agrawal, A Shahin Shamsabadi, MJ Kusner, A Gascón Proceedings of the 2019 ACM SIGSAC conference on computer and communications …, 2019 | 306 | 2019 |
| Privacy-preserving distributed linear regression on high-dimensional data A Gascón, P Schoppmann, B Balle, M Raykova, J Doerner, S Zahur, ... Cryptology ePrint Archive, 2016 | 298 | 2016 |
| Reverse engineering digital circuits using structural and functional analyses P Subramanyan, N Tsiskaridze, W Li, A Gascón, WY Tan, A Tiwari, ... IEEE Transactions on Emerging Topics in Computing 2 (1), 63-80, 2013 | 298* | 2013 |
| Blind justice: Fairness with encrypted sensitive attributes N Kilbertus, A Gascón, M Kusner, M Veale, K Gummadi, A Weller International Conference on Machine Learning, 2630-2639, 2018 | 203 | 2018 |
| TAPAS: Tricks to accelerate (encrypted) prediction as a service A Sanyal, M Kusner, A Gascon, V Kanade International conference on machine learning, 4490-4499, 2018 | 189 | 2018 |
| Distributed vector-OLE: Improved constructions and implementation P Schoppmann, A Gascón, L Reichert, M Raykova Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications …, 2019 | 153 | 2019 |
| Private summation in the multi-message shuffle model B Balle, J Bell, A Gascón, K Nissim Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications …, 2020 | 140 | 2020 |
| Secure linear regression on vertically partitioned datasets. A Gascón, P Schoppmann, B Balle, M Raykova, J Doerner, S Zahur, ... IACR Cryptol. ePrint Arch. 2016, 892, 2016 | 140 | 2016 |
| Wordrev: Finding word-level structures in a sea of bit-level gates W Li, A Gascon, P Subramanyan, WY Tan, A Tiwari, S Malik, N Shankar, ... 2013 IEEE international symposium on hardware-oriented security and trust …, 2013 | 135 | 2013 |
| Revisiting square-root ORAM: efficient random access in multi-party computation S Zahur, X Wang, M Raykova, A Gascón, J Doerner, D Evans, J Katz 2016 IEEE Symposium on Security and Privacy (SP), 218-234, 2016 | 129 | 2016 |
| {ACORN}: input validation for secure aggregation J Bell, A Gascón, T Lepoint, B Li, S Meiklejohn, M Raykova, C Yun 32nd USENIX Security Symposium (USENIX Security 23), 4805-4822, 2023 | 104 | 2023 |
| Advances and open problems in federated learning. arXiv 2019 P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... arXiv preprint arXiv:1912.04977, 1912 | 81 | 1912 |
| Template-based circuit understanding A Gascón, P Subramanyan, B Dutertre, A Tiwari, D Jovanović, S Malik Proceedings of the 14th Conference on Formal Methods in Computer-Aided …, 2014 | 67 | 2014 |
| Differentially private summation with multi-message shuffling B Balle, J Bell, A Gascon, K Nissim arXiv preprint arXiv:1906.09116, 2019 | 53 | 2019 |
| Program synthesis using dual interpretation A Tiwari, A Gascón, B Dutertre International Conference on Automated Deduction, 482-497, 2015 | 52 | 2015 |
| Distributed, private, sparse histograms in the two-server model J Bell, A Gascon, B Ghazi, R Kumar, P Manurangsi, M Raykova, ... Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications …, 2022 | 48 | 2022 |
Mariana RaykovaGoogleVerified email at cs.columbia.edu
