SCLERA: A Framework for Privacy-Preserving MLaaS at the Pervasive Edge A Kumar, R Tourani, M Vij, S Srikanteswara 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 9 | 2022 |
Iot sentinel: Correlation-based attack detection, localization, and authentication in iot networks D Yang, A Kumar, S Ray, W Wang, R Tourani 2023 32nd International Conference on Computer Communications and Networks …, 2023 | 7 | 2023 |
A Stealthy Inference Attack on Split Learning with a Split-Fuse Defensive Measure S Dougherty, A Kumar, J Hou, R Tourani, AM Tabakhi 2023 IEEE Conference on Communications and Network Security (CNS), 1-9, 2023 | 2 | 2023 |
Unveiling the Unseen: Exploring Whitebox Membership Inference through the Lens of Explainability C Li, A Kumar, Z Guo, J Hou, R Tourani arXiv preprint arXiv:2407.01306, 2024 | | 2024 |
Silver Linings in the Shadows: Harnessing Membership Inference for Machine Unlearning N Sula, A Kumar, J Hou, H Wang, R Tourani arXiv preprint arXiv:2407.00866, 2024 | | 2024 |
A Generative Framework for Low-Cost Result Validation of Machine Learning-as-a-Service Inference A Kumar, MAG Aguilera, R Tourani, S Misra Proceedings of the 19th ACM Asia Conference on Computer and Communications …, 2024 | | 2024 |
Fides: A Generative Framework for Result Validation of Outsourced Machine Learning Workloads via TEE A Kumar, MAG Aguilera, R Tourani, S Misra arXiv preprint arXiv:2304.00083, 2023 | | 2023 |