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Textual Adversarial Attack on IMDB
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99.1
Attack Success Rate (BERT)
SEP-Attack
3.42
28.26
53.1
77.94
May 24, 2026
Attack Success Rate (BERT)
Attack Success Rate (LSTM)
Attack Success Rate (TextCNN)
Updated 8d ago
Evaluation Results
Method
Method
Links
Attack Success Rate (BERT)
Attack Success Rate (LSTM)
Attack Success Rate (TextCNN)
SEP-Attack
Budget=10
2026.05
99.1
99.5
98.8
BBA
Budget=100
2026.05
45.4
61.6
56.9
Ensemble
Budget=10
2026.05
37.4
46.5
53
HQA-Attack
Budget=100
2026.05
27.8
42.4
31.5
LeapAttack
Budget=100
2026.05
26.1
36.1
30.1
HAWR
Budget=10
2026.05
25.9
65.7
57.7
DeepWordBug
Budget=100
2026.05
16.5
29.6
27.3
TextBugger
Budget=100
2026.05
13.6
16.4
13.4
TextFooler
Budget=100
2026.05
7.1
7.4
10.2
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