Adversarial Malware Detection on DREBIN
94.62Adversarial AccuracyAdv-MalBayes
Evaluation results
| Method | Links | |
|---|---|---|
| Adv-MalBayesAttack budget=02023.01 | 94.62 | |
| Adv-MalBayesAttack budget=0.012023.01 | 92.34 | |
| Adv-FFNNAttack budget=02023.01 | 92.26 | |
| Adv-MalBayesAttack budget=0.032023.01 | 89.06 | |
| Adv-FFNNAttack budget=0.012023.01 | 88.63 | |
| Adv-FFNNAttack budget=0.032023.01 | 86.42 | |
| Adv-MalBayesAttack budget=0.12023.01 | 85.27 | |
| Adv-MalBayesAttack budget=0.22023.01 | 82.2 | |
| Adv-MalBayesAttack budget=0.32023.01 | 80.34 | |
| Adv-FFNNAttack budget=0.12023.01 | 76.19 | |
| Adv-FFNNAttack budget=0.22023.01 | 63.11 | |
| Adv-FFNNAttack budget=0.32023.01 | 57.38 |