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Benchmarks
Model Stealing Defense on CaseHOLD
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41.5
Agreement (%)
No Defense
35.052
36.726
38.4
40.074
Jun 14, 2026
Agreement (%)
Average Agreement
User Impact (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Agreement (%)
Average Agreement
User Impact (%)
No Defense
Query budget (B)=500,...
2026.06
41.5
44
0
PRADA
Query budget (B)=500,...
2026.06
41.2
43.6
0.4
DRW
Query budget (B)=500,...
2026.06
40.7
43.1
4.8
Output Pert.
Query budget (B)=500,...
2026.06
39.8
42.6
2.1
HoneypotNet
Query budget (B)=500,...
2026.06
39.4
42.4
1.5
KT w/o Breadcrumb
Query budget (B)=500,...
2026.06
38.6
41.4
0
KT w/o Detection
Query budget (B)=500,...
2026.06
37.2
40.3
0
KT (Full)†
Query budget (B)=500,...
2026.06
35.3
37.8
0
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