Text Classification on Enron (ACC, ASR)
99.36ACCPatronus (Adv-Finetune)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Patronus (Adv-Finetune)Attacks=NeuBA2025.12 | 99.36 | 36 | |
| No DefenseAttack=POR-1, Defense=w/o Defense2025.12 | 99.23 | 6,279 | |
| Baseline (w/o Defense)Attacks=NeuBA2025.12 | 99.22 | 5,120 | |
| Patronus (Adv-Finetune)Attacks=POR-22025.12 | 99.17 | 49 | |
| Baseline (w/o Defense)Attacks=Clean2025.12 | 99.13 | 17 | |
| No DefenseAttack=Clean, Defense=w/o Defense2025.12 | 99.13 | 17 | |
| Patronus (Adv-Finetune)Attacks=POR-12025.12 | 98.98 | 50 | |
| Baseline (w/o Defense)Attacks=POR-22025.12 | 98.94 | 3,994 | |
| Patronus (Adv-Pretrain)Attacks=NeuBA2025.12 | 98.92 | 24 | |
| No DefenseAttack=POR-2, Defense=w/o Defense2025.12 | 98.9 | 6,238 | |
| Baseline (w/o Defense)Attacks=POR-12025.12 | 98.85 | 4,253 | |
| PatronusAttack=POR-2, Defense=Adv-Finetune2025.12 | 98.81 | 161 | |
| PatronusAttack=POR-1, Defense=Adv-Finetune2025.12 | 98.71 | 99 | |
| Patronus (Adv-Pretrain)Attacks=POR-22025.12 | 98.65 | 28 | |
| Patronus (Adv-Pretrain)Attacks=POR-12025.12 | 98.36 | 64 | |
| PatronusAttack=POR-2, Defense=Adv-Pretrain2025.12 | 98.15 | 123 | |
| PatronusAttack=POR-1, Defense=Adv-Pretrain2025.12 | 98.12 | 221 |