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Single-Class SCADA Unlearning on DomainNet r → s
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2
ADT (r → s)
UNSIR
-0.164
14.443
29.05
43.657
Apr 9, 2026
ADT (r → s)
ADT (f)
Score
Updated 9d ago
Evaluation Results
Method
Method
Links
ADT (r → s)
ADT (f)
Score
UNSIR
Forget class=cF = 1
2026.04
2
0
2
Nabla Tau
Forget class=cF = 1
2026.04
32.7
0
33
Lipschitz
Forget class=cF = 1
2026.04
38.2
0
38
PADA
Forget class=cF = 1
2026.04
48.7
11
44
ZSMU
Forget class=cF = 1
2026.04
51.4
1.6
51
Ours
Forget class=cF = 1
2026.04
54
0
54
Finetune
Forget class=cF = 1
2026.04
54.2
0
54
SHOT
Forget class=cF = 1
2026.04
55.4
3.6
53
SF(DA)2
Forget class=cF = 1
2026.04
55.9
3.2
54
Retrain
Forget class=cF = 1
2026.04
56
0
56
Unlearned(+)
Forget class=cF = 1
2026.04
56.1
0.9
55
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