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Active GIA Detection on CIFAR-100 Cross-Silo (10 clients)

100Average TPRlightweight client-side detection techniques
9597.5100102.5Nov 13, 2025

Evaluation results

MethodLinks
lightweight client-side detection techniquesCategory=Learned GIAs, Attack=[6], Global Model=ResNet18 [24], Total Rounds=200, Victim Batch Size=64, Number of Runs=102025.111000
lightweight client-side detection techniquesCategory=Learned GIAs, Attack=[15], Global Model=ResNet34 [24], Total Rounds=200, Victim Batch Size=64, Number of Runs=102025.111000