Purchase
Benchmarks
TaskDatasetSOTA resultTrendResults
Purchase cross-device (test)
72.82Iθ
74
Purchase Cross-silo 100 FL clients, 500 global iterations & 3 layer DNN model
2.16Attack Impact (I_theta)
26
Purchase-100
71TPR @ 0.1% FPR
11
Purchase-100
97.91Accuracy
8
Purchase-10
96.79Accuracy
8
Purchase-50
96.77Accuracy
6
Purchase-20
95.89Accuracy
6
Purchase-4
0Δ AUC
4
Purchase-3
0ΔAUC
4
Purchase
85Attack Accuracy
4
Purchase (DN)
65.1Test Accuracy
4
Purchase FedAvg 0.922 (test)
92.6Accuracy
4
Purchase-100
62PC
3
Purchase100 (test)
0.72Accuracy
3
Purchase100 (test)
15Avg Control Error ξ
2