Data Poisoning Attacks in Multi-Party Learning

Saeed Mahloujifar, Mohammad Mahmoody, Ameer Mohammed

Abstract: In this work, we demonstrate universal multi-party poisoning attacks that adapt and apply to any multi-party learning process with arbitrary interaction pattern between the parties. More generally,...