SplitOut: Out-of-the-Box Training-Hijacking Detection in Split Learning via Outlier Detection

Ege Erdogan, Unat Teksen, Mehmet Salih Celiktenyildiz +2

Split learning enables efficient and privacy-aware training of a deep neural network by splitting a neural network so that the clients (data holders) compute the first layers and o…