Concepedia

Virat Shejwalkar

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Statistics

Publications

8

Citations

897

H-Index

8

Active since

2019

Affiliations

University of Massachusetts Amherst(Current)

Virat Shejwalkar is an author at University of Massachusetts Amherst specializing in engineering, data security, and information security.

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Top concepts

Publications per year

2019–2023

8

Publications

8

Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses for Federated Learning

Virat Shejwalkar, Amir Houmansadr · 2021 · 463 citations · Full text

Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning

Virat Shejwalkar, Amir Houmansadr, Peter Kairouz et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 214 citations

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Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer

Hongyan Chang, Virat Shejwalkar, Reza Shokri et al. · arXiv (Cornell University) · 2019 · 91 citations · Full text

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Membership Privacy for Machine Learning Models Through Knowledge Transfer

Virat Shejwalkar, Amir Houmansadr · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 71 citations · Full text

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Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture

Xinyu Tang, Saeed Mahloujifar, Liwei Song et al. · arXiv (Cornell University) · 2021 · 22 citations · Full text

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