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Model Inversion Attack Query Complexity Statistics
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Query Steps (Step 1)
RLBMI
-4,000
23,000
50,000
77,000
Mar 20, 2025
Query Steps (Step 1)
Query Steps (Step 2)
Query Steps (Step 3)
Query Count (N=1)
Query Count (N=10)
Query Count (N=50)
Updated 4d ago
Evaluation Results
Method
Method
Links
Query Steps (Step 1)
Query Steps (Step 2)
Query Steps (Step 3)
Query Count (N=1)
Query Count (N=10)
Query Count (N=50)
RLBMI
Type=Black-box
2025.03
0
80,000
-
80,000
800,000
4,000,000
SMILE
Type=Black-box
2025.03
2,500
1,000
-
3,500
12,500
52,500
PPA
Type=White-box
2025.03
5,000
14,000
5,000
24,000
195,000
995,000
Mirror-w
Type=White-box
2025.03
100,000
20,000
-
120,000
300,000
1,100,000
Mirror-b
Type=Black-box
2025.03
100,000
20,000
-
120,000
300,000
1,100,000
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