2 papers
cs.CR2026
FedEDAuth -- Federated Embedding Distribution Authentication for Counterfeit IC Detection
Naseeruddin Lodge, Dhruva Aklekar, Vineet Chadalavada +4
The widespread of counterfeit integrated circuits (ICs) poses severe risks to the security, reliability, and trustworthiness of modern electronic systems. Federated learning (FL) o…
cs.LG2026
FedSIR: Spectral Client Identification and Relabeling for Federated Learning with Noisy Labels
Sina Gholami, Abdulmoneam Ali, Tania Haghighi +2
Federated learning (FL) enables collaborative model training without sharing raw data; however, the presence of noisy labels across distributed clients can severely degrade the lea…