Cybersickness Classification on PrivateXR Cybersickness
0.73MIA (ASR/AUC)XAI-guided DP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XAI-guided DPModel Architecture=LSTM, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 0.73 | 0.16 | 0.95 | |
| XAI-guided DPModel Architecture=Transformer, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 0.71 | 0.14 | 0.98 | |
| XAI-guided DPModel Architecture=CNN, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 0.68 | 0.15 | 0.93 | |
| XAI-guided DPModel Architecture=CNN, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 0.52 | 0.15 | 0.92 | |
| XAI-guided DPModel Architecture=LSTM, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 0.49 | 0.16 | 0.94 | |
| XAI-guided DPModel Architecture=Transformer, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 0.43 | 0.14 | 0.97 |