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Benchmarks
Secure Pearson Correlation on MNIST
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0.17
Time (s)
iPrivJoin
-302.1328
1,738.4111
3,778.955
5,819.4989
Feb 1, 2026
Time (s)
Communication (MB)
Memory Cost (MB)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Time (s)
Communication (MB)
Memory Cost (MB)
iPrivJoin
Phase=Setup
2026.02
0.17
-
-
Bifrost
Phase=Setup
2026.02
11.55
-
-
Bifrost
Phase=Online
2026.02
41.15
365.2
-
iPrivJoin
Phase=Online
2026.02
639.93
2,304.43
-
Bifrost
Phase=Offline
2026.02
3,257.21
21,968.86
-
iPrivJoin
Phase=Offline
2026.02
7,557.74
55,595.27
-
Bifrost
Phase=Total
2026.02
-
-
2,555.14
iPrivJoin
Phase=Total
2026.02
-
-
6,830.83
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