Active GIA Detection on Tiny-ImageNet Cross-Silo 10 clients
100Average TPRlightweight client-side detection techniques
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| lightweight client-side detection techniquesCategory=Handcrafted GIAs, Attack=[14], Global Model=CNN [14], Total Rounds=200, Victim Batch Size=64, Number of Runs=102025.11 | 100 | 0 | |
| lightweight client-side detection techniquesCategory=Learned GIAs, Attack=[6], Global Model=ResNet18 [24], Total Rounds=200, Victim Batch Size=64, Number of Runs=102025.11 | 100 | 0 | |
| lightweight client-side detection techniquesCategory=Learned GIAs, Attack=[15], Global Model=ResNet34 [24], Total Rounds=200, Victim Batch Size=64, Number of Runs=102025.11 | 100 | 0 |