Duet: an expressive higher-order language and linear type system for statically enforcing differential privacy JP Near, D Darais, C Abuah, T Stevens, P Gaddamadugu, L Wang, ... Proceedings of the ACM on Programming Languages 3 (OOPSLA), 1-30, 2019 | 42 | 2019 |
Efficient differentially private secure aggregation for federated learning via hardness of learning with errors T Stevens, C Skalka, C Vincent, J Ring, S Clark, J Near 31st USENIX Security Symposium (USENIX Security 22), 1379-1395, 2022 | 30 | 2022 |
John Ring, Samuel Clark, and Joseph Near. Efficient differentially private secure aggregation for federated learning via hardness of learning with errors T Stevens, C Skalka, C Vincent 31st USENIX Security Symposium (USENIX Security 22), 1379-1395, 2022 | 15 | 2022 |
John Ring, Samuel Clark, and Joseph Near. 2022. Efficient differentially private secure aggregation for federated learning via hardness of learning with errors T Stevens, C Skalka, C Vincent USENIX Security, 1379-1395, 2022 | 11 | 2022 |
Backpropagation clipping for deep learning with differential privacy T Stevens, IC Ngong, D Darais, C Hirsch, D Slater, JP Near arXiv preprint arXiv:2202.05089, 2022 | 6 | 2022 |
A cyber-physical system for near real-time monitoring of at-home orthopedic rehabilitation and mobile–based provider-patient communications to improve adherence: development … T Stevens, RS McGinnis, B Hewgill, RH Choquette, TW Tourville, ... JMIR human factors 7 (2), e16605, 2020 | 5 | 2020 |
Secret Sharing Sharing For Highly Scalable Secure Aggregation T Stevens, J Near, C Skalka arXiv preprint arXiv:2201.00864, 2022 | | 2022 |
Secure and Private Federated Learning at Large Scale T Stevens The University of Vermont and State Agricultural College, 2022 | | 2022 |
Rehab Tracker: Framework for Monitoring and Enhancing NMES Patient Compliance T Stevens The University of Vermont and State Agricultural College, 2019 | | 2019 |