Backdoor attacks and defenses in feature-partitioned collaborative learning

Yang Liu, Zhihao Yi, Tianjian Chen

Since there are multiple parties in collaborative learning, malicious parties might manipulate the learning process for their own purposes through backdoor attacks. However, most o…