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ResearchFormerly WizWand

Text Classification on Enron (ACC, ASR)

99.36ACCPatronus (Adv-Finetune)
98.070498.405298.7499.0748Dec 7, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Patronus (Adv-Finetune)Attacks=NeuBA2025.1299.3636
No DefenseAttack=POR-1, Defense=w/o Defense2025.1299.236,279
Baseline (w/o Defense)Attacks=NeuBA2025.1299.225,120
Patronus (Adv-Finetune)Attacks=POR-22025.1299.1749
Baseline (w/o Defense)Attacks=Clean2025.1299.1317
No DefenseAttack=Clean, Defense=w/o Defense2025.1299.1317
Patronus (Adv-Finetune)Attacks=POR-12025.1298.9850
Baseline (w/o Defense)Attacks=POR-22025.1298.943,994
Patronus (Adv-Pretrain)Attacks=NeuBA2025.1298.9224
No DefenseAttack=POR-2, Defense=w/o Defense2025.1298.96,238
Baseline (w/o Defense)Attacks=POR-12025.1298.854,253
PatronusAttack=POR-2, Defense=Adv-Finetune2025.1298.81161
PatronusAttack=POR-1, Defense=Adv-Finetune2025.1298.7199
Patronus (Adv-Pretrain)Attacks=POR-22025.1298.6528
Patronus (Adv-Pretrain)Attacks=POR-12025.1298.3664
PatronusAttack=POR-2, Defense=Adv-Pretrain2025.1298.15123
PatronusAttack=POR-1, Defense=Adv-Pretrain2025.1298.12221