Jinglu Hu

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

2024 · arXiv (Cornell University)

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 private model parameters. This practice reduces the risk of privacy …