Activity Classification on PrivateXR Activity
73MIA (ASR/AUC)XAI-guided DP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XAI-guided DPModel Architecture=Transformer, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 73 | 11 | 97 | |
| XAI-guided DPModel Architecture=LSTM, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 67 | 14 | 94 | |
| XAI-guided DPModel Architecture=CNN, Privacy configuration=PD + NPM, Feature selection=XAI-guided2025.12 | 65 | 19 | 94 | |
| XAI-guided DPModel Architecture=CNN, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 50 | 19 | 93 | |
| XAI-guided DPModel Architecture=LSTM, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 47 | 14 | 94 | |
| XAI-guided DPModel Architecture=Transformer, Privacy configuration=PD + PM, Feature selection=XAI-guided2025.12 | 40 | 11 | 96 |