Overview of SplitGuard, comparing the honest training and

Comparison for number of active servers

SplitGuard scores obtained while training with an honest server

Results obtained by a FSHA attacker for the MNIST, F-MNIST, and

Security breaches (%) for different resource allocation approaches

Two different split learning setups. Arrows denote the forward and

A. Ercument Cicek's research works

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

PDF) SplitGuard: Detecting and Mitigating Training-Hijacking

Overview of SplitGuard, comparing the honest training and