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Benchmarks
Privacy-Preserving Neural Network Inference (Online Phase) on ResNet LAN
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11.3
Communication Overhead (MiB)
PrivQJ
-57.848
408.901
875.65
1,342.399
Mar 13, 2026
Communication Overhead (MiB)
Communication Speedup
Inference Latency (s)
Latency Speedup
Updated 1mo ago
Evaluation Results
Method
Method
Links
Communication Overhead (MiB)
Communication Speedup
Inference Latency (s)
Latency Speedup
PrivQJ
Network=LAN
2026.03
11.3
-
1
-
[14]
Network=LAN
2026.03
1,544
136
11.6
11
[10]
Network=LAN
2026.03
1,740
153
410
410
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