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cs.ET2024★ 1 cited
Energy-Constrained Information Storage on Memristive Devices in the Presence of Resistive Drift
Waleed El-Geresy, Christos Papavassiliou, Deniz Gündüz
In this paper, we examine the problem of information storage on memristors affected by resistive drift noise under energy constraints. We introduce a novel, fundamental trade-off b…
cs.LG2024
Aggressive or Imperceptible, or Both: Network Pruning Assisted Hybrid Byzantines in Federated Learning
Emre Ozfatura, Kerem Ozfatura, Baturalp Buyukates +3
In federated learning (FL), profiling and verifying each client is inherently difficult, which introduces a significant security vulnerability: malicious clients, commonly referred…