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Overview of SplitGuard, comparing the honest training and

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Overview of SplitGuard, comparing the honest training and
Comparison of the average magnitude values (d(F, R) and d(R 1 , R

Comparison of the average magnitude values (d(F, R) and d(R 1 , R

A. Ercument Cicek's research works

A. Ercument Cicek's research works

Overview of SplitGuard, comparing the honest training and

Overview of SplitGuard, comparing the honest training and

Comparison for number of active servers

Comparison for number of active servers

Expected classification accuracy in a fake batch with the share

Expected classification accuracy in a fake batch with the share

SplitGuard scores obtained while training with an honest server

SplitGuard scores obtained while training with an honest server

PDF) SplitGuard: Detecting and Mitigating Training-Hijacking

PDF) SplitGuard: Detecting and Mitigating Training-Hijacking

A. Ercument Cicek's research works

A. Ercument Cicek's research works

Two different split learning setups. Arrows denote the forward and

Two different split learning setups. Arrows denote the forward and

Resource utilisation versus security breaches

Resource utilisation versus security breaches

Comparison of the average magnitude values (d(F, R) and d(R 1 , R

Comparison of the average magnitude values (d(F, R) and d(R 1 , R

Security breaches (%) for different resource allocation approaches

Security breaches (%) for different resource allocation approaches

Comparison for number of active servers

Comparison for number of active servers

Overview of SplitGuard, comparing the honest training and

Overview of SplitGuard, comparing the honest training and

Resource utilisation (%): SEDRA vs FCFS, RND, NSGA‐II

Resource utilisation (%): SEDRA vs FCFS, RND, NSGA‐II