Android Malware Detection on Real
83.4AUT-AccuracyAdapter-Tune (Ad)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Adapter-Tune (Ad)Policy=Ad, Evaluation Mode=Static, Seed=S52026.05 | 83.4 | 76.2 | 10 | |
| Adapter-Tune (Ad)Policy=Ad, Evaluation Mode=Static, Seed=S12026.05 | 82.1 | 75.8 | 10 | |
| Adapter-Tune (Ad)Policy=Ad, Evaluation Mode=Static, Seed=S02026.05 | 81.2 | 74.3 | 10 | |
| Reinforcement Learning (RL)Policy=RL, Evaluation Mode=Static, Seed=S02026.05 | 81.1 | 74.2 | 8.5 | |
| Head-Tune (Hd)Policy=Hd, Evaluation Mode=Static, Seed=S02026.05 | 78.3 | 66.2 | 5 | |
| Frozen-Init (Fr)Policy=Fr, Evaluation Mode=Static, Seed=S02026.05 | 71 | 55.2 | 0 | |
| Reinforcement Learning (RL)Policy=RL, Evaluation Mode=Dynamic, Seed=S02026.05 | 62 | 40.1 | 0 | |
| Frozen-Init (Fr)Policy=Fr, Evaluation Mode=Dynamic, Seed=S02026.05 | 62 | 40.1 | 0 | |
| Drift-Rule (Dr)Policy=Dr, Evaluation Mode=Dynamic, Seed=S52026.05 | 53.5 | 43.1 | 15 |