False Data Injection Attack (FDIA) Detection on IEEE 14-bus system
56.2F1-scoreLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| LSTMAttack=Low-rank SVD2026.05 | 56.2 | |
| LSTMAttack=iAttackgen2026.05 | 56.2 | |
| CSDAttack=PCA2026.05 | 50.4 | |
| CSDAttack=iAttackgen2026.05 | 49.6 | |
| CSDAttack=Low-rank SVD2026.05 | 48.6 | |
| CSDAttack=M22026.05 | 44.2 | |
| LSTMAttack=M22026.05 | 43.4 | |
| BDDAttack=PCA2026.05 | 38.3 | |
| BDDAttack=iAttackgen2026.05 | 34.9 | |
| BDDAttack=Low-rank SVD2026.05 | 34.6 | |
| LSTMAttack=PCA2026.05 | 34 | |
| SVDAttack=Low-rank SVD2026.05 | 31.8 | |
| SVDAttack=PCA2026.05 | 31.7 | |
| SVDAttack=iAttackgen2026.05 | 31.6 | |
| SVDAttack=M22026.05 | 30.2 | |
| BDDAttack=M22026.05 | 27.8 | |
| Isolation ForestAttack=Low-rank SVD2026.05 | 16.6 | |
| Isolation ForestAttack=PCA2026.05 | 15.5 | |
| Isolation ForestAttack=iAttackgen2026.05 | 15.5 | |
| Isolation ForestAttack=M22026.05 | 15.2 |