EvoWeight: Sponge Poisoning of FPGA-Based DNN Accelerators in Differential Private Secure Federated Learning

Muhammad Shakeel Akram, Vincent Meyers, Mehdi B. Tahoori, Bogaraju Sharatchandra Varma, Dewar Finlay. EvoWeight: Sponge Poisoning of FPGA-Based DNN Accelerators in Differential Private Secure Federated Learning. In IEEE International Symposium on Hardware Oriented Security and Trust, HOST 2025, San Jose, CA, USA, May 5-8, 2025. pages 182-193, IEEE, 2025. [doi]

Abstract

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