Evaluating differentially private machine learning in practice B Jayaraman, D Evans 28th USENIX Security Symposium (USENIX Security 19), 1895-1912, 2019 | 496 | 2019 |
Distributed learning without distress: Privacy-preserving empirical risk minimization B Jayaraman, L Wang, D Evans, Q Gu Advances in Neural Information Processing Systems 31, 2018 | 179 | 2018 |
Revisiting membership inference under realistic assumptions B Jayaraman, L Wang, K Knipmeyer, Q Gu, D Evans arXiv preprint arXiv:2005.10881, 2020 | 129 | 2020 |
Efficient privacy-preserving stochastic nonconvex optimization L Wang, B Jayaraman, D Evans, Q Gu Uncertainty in Artificial Intelligence, 2203-2213, 2023 | 46* | 2023 |
Privacy preserving string matching for cloud computing B Bezawada, AX Liu, B Jayaraman, AL Wang, R Li 2015 IEEE 35th International Conference on Distributed Computing Systems …, 2015 | 34 | 2015 |
Are attribute inference attacks just imputation? B Jayaraman, D Evans Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications …, 2022 | 27 | 2022 |
Decentralized certificate authorities B Jayaraman, H Li, D Evans arXiv preprint arXiv:1706.03370, 2017 | 19 | 2017 |
Detecting vague words & phrases in requirements documents in a multilingual environment BD Cruz, B Jayaraman, A Dwarakanath, C McMillan 2017 IEEE 25th International requirements engineering conference (RE), 233-242, 2017 | 17 | 2017 |
Aggregating private sparse learning models using multi-party computation L Tian, B Jayaraman, Q Gu, D Evans NIPS Workshop on Private Multi-Party Machine Learning, 2016 | 16 | 2016 |
Test automation using multiple programming languages A Dwarakanath, D Era, SB NURE, N Dubash, S Podder, A Priyadarshi, ... US Patent 10,339,036, 2019 | 13 | 2019 |
When relaxations go bad:“differentially-private” machine learning B Jayaraman, D Evans arXiv preprint arXiv:1902.08874, 2019 | 13 | 2019 |
Automated term extraction A Dwarakanath, A Priyadarshi, B Anand, BM Tummalapalli, B Jayaraman, ... US Patent 10,152,474, 2018 | 5 | 2018 |
Automated functional diagram generation A Dwarakanath, A Priyadarshi, B Anand, BM Tummalapalli, B Jayaraman, ... US Patent 10,198,430, 2019 | 4 | 2019 |
Active data pattern extraction attacks on generative language models B Jayaraman, E Ghosh, H Inan, M Chase, S Roy, W Dai arXiv preprint arXiv:2207.10802, 2022 | 3 | 2022 |
Combing for credentials: Active pattern extraction from smart reply B Jayaraman, E Ghosh, M Chase, S Roy, H Inan, W Dai, D Evans arXiv preprint arXiv:2207.10802, 2022 | 2 | 2022 |
Automated term extraction A Dwarakanath, A Priyadarshi, B Anand, BM Tummalapalli, B Jayaraman, ... US Patent 10,534,861, 2020 | 1 | 2020 |
D\'ej\a Vu Memorization in Vision-Language Models B Jayaraman, C Guo, K Chaudhuri arXiv preprint arXiv:2402.02103, 2024 | | 2024 |
Privacy Preserving String Pattern Matching on Outsourced Data B Jayaraman International Institute of Information Technology Hyderabad, 2015 | | 2015 |