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Abhinav Kumar
Abhinav Kumar
Saint Louis University
在 slu.edu 的电子邮件经过验证 - 首页
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引用次数
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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
92022
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
72023
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
22023
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
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