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Benchmarks
Privacy-Preserving Neural Network Inference (Online Phase) on AlexNet LAN
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2.5
Communication Overhead (MiB)
PrivQJ
-23.76
153.495
330.75
508.005
Mar 13, 2026
Communication Overhead (MiB)
Communication Speedup
Inference Latency (s)
Time Speedup
Updated 1mo ago
Evaluation Results
Method
Method
Links
Communication Overhead (MiB)
Communication Speedup
Inference Latency (s)
Time Speedup
PrivQJ
Network=LAN
2026.03
2.5
-
0.4
-
[14]
Network=LAN
2026.03
249
98
2.3
5.2
[10]
Network=LAN
2026.03
659
260
189
439
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