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LLM Unlearning on TOFU (Forget 5%)
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7.456
RQ
ICUL
7.44768
7.44984
7.452
7.45416
May 16, 2026
RQ
Detection Accuracy (Before Attack)
LQ (Before Attack)
Detection Accuracy (After Attack)
LQ (After Attack)
Updated 15d ago
Evaluation Results
Method
Method
Links
RQ
Detection Accuracy (Before Attack)
LQ (Before Attack)
Detection Accuracy (After Attack)
LQ (After Attack)
ICUL
Backbone=LLaMA-3.1-8B
2026.05
7.456
77
7.039
32
6.957
VP
Backbone=LLaMA-3.1-8B
2026.05
7.456
71
7.214
49
7.162
FP
Backbone=LLaMA-3.1-8B
2026.05
7.456
94.5
7.115
94.5
7.025
Guardnail
Backbone=LLaMA-3.1-8B
2026.05
7.456
95.5
7.686
95
7.338
EUA
Backbone=LLaMA-3.1-8B
2026.05
7.448
100
8.595
100
8.595
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