List your company
ResearchFormerly WizWand

Membership Inference Attack on TUH-EEG User-level (test)

100TPR @ 0% FPRRMIA
11.634.5557.580.45Sep 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
RMIASetting=Online, Target Model=N-HiTS, Signal=MSE2025.09100
RMIASetting=Online, Target Model=N-HiTS, Signal=MAE2025.09100
LiRASetting=Online, Target Model=N-HiTS, Signal=MSE2025.09100
Multi-Signal LiRASetting=Online, Target Model=N-HiTS2025.09100
DTSSetting=Online, Target Model=N-HiTS, Attack Model=LSTM2025.0996
RMIASetting=Online, Target Model=LSTM, Signal=MAE2025.0941
LiRASetting=Online, Target Model=LSTM, Signal=rSMAPE2025.0935
DTSSetting=Online, Target Model=LSTM, Attack Model=LSTM2025.0930
DTSSetting=Offline, Target Model=N-HiTS, Attack Model=LSTM2025.0927
RMIASetting=Offline, Target Model=LSTM, Signal=TS2Vec2025.0919
EnsembleTarget Model=N-HiTS, Signal=TS2Vec2025.0915