Overview of SplitGuard, comparing the honest training and
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Comparison of the average magnitude values (d(F, R) and d(R 1 , R
A. Ercument Cicek's research works
Overview of SplitGuard, comparing the honest training and
Comparison for number of active servers
Expected classification accuracy in a fake batch with the share
SplitGuard scores obtained while training with an honest server
PDF) SplitGuard: Detecting and Mitigating Training-Hijacking
A. Ercument Cicek's research works
Two different split learning setups. Arrows denote the forward and
Resource utilisation versus security breaches
Comparison of the average magnitude values (d(F, R) and d(R 1 , R
Security breaches (%) for different resource allocation approaches
Comparison for number of active servers
Overview of SplitGuard, comparing the honest training and
Resource utilisation (%): SEDRA vs FCFS, RND, NSGA‐II