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Benchmarks
Secure Transformer Inference Overhead on BERT-base
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2.2
Online Overhead (GB)
EncFormer
-0.256
16.322
32.9
49.478
Apr 11, 2026
Online Overhead (GB)
Communication Payload Overhead (GB)
Total Overhead (GB)
Updated 4d ago
Evaluation Results
Method
Method
Links
Online Overhead (GB)
Communication Payload Overhead (GB)
Total Overhead (GB)
EncFormer
Model Layers=12
2026.04
2.2
0.21
2.4
BLB
Model Layers=12
2026.04
3
0.49
3.5
BumbleBee
Model Layers=12
2026.04
5.8
0.28
6.1
BOLT
Model Layers=12
2026.04
63.6
0.28
63.9
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