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Single-Class SCADA Unlearning on DomainNet r → p
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75.1
ADT (r)
SF(DA)2
16.028
31.364
46.7
62.036
Apr 9, 2026
ADT (r)
ADT (f)
Score
Updated 9d ago
Evaluation Results
Method
Method
Links
ADT (r)
ADT (f)
Score
SF(DA)2
Forget class=cF = 1
2026.04
75.1
6.1
71
SHOT
Forget class=cF = 1
2026.04
75
5
71
Retrain
Forget class=cF = 1
2026.04
74
0
74
Ours
Forget class=cF = 1
2026.04
74
0
74
Unlearned(+)
Forget class=cF = 1
2026.04
73.7
3.1
71
Finetune
Forget class=cF = 1
2026.04
73.5
0.6
73
PADA
Forget class=cF = 1
2026.04
71.4
8.8
66
ZSMU
Forget class=cF = 1
2026.04
67.2
1.5
66
Lipschitz
Forget class=cF = 1
2026.04
53
0
53
Nabla Tau
Forget class=cF = 1
2026.04
46.9
0
47
UNSIR
Forget class=cF = 1
2026.04
18.3
0
18
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