Logit Poisoning Attack in Distillation-based Federated Learning and its Countermeasures

Yonghao Yu, Shunan Zhu, Jinglu Hu

Distillation-based federated learning has emerged as a promising collaborative learning approach, where clients share the output logit vectors of a public dataset rather than their…