Towards Robust Federated Learning via Logits Calibration on Non-IID Data

Towards Robust Federated Learning via Logits Calibration on Non-IID Data

5 March 2024

Yu Qiao

Apurba Adhikary

Choong Seon Hong

Papers citing "Towards Robust Federated Learning via Logits Calibration on Non-IID Data"

4 / 4 papers shown

Title
CalFAT: Calibrated Federated Adversarial Training with Label Skewness Chen Chen Yuchen Liu Xingjun Ma Lingjuan Lyu FedML 159 32 0 30 May 2022
FedProc: Prototypical Contrastive Federated Learning on Non-IID data Xutong Mu Yulong Shen Ke Cheng Xueli Geng Jiaxuan Fu Tao Zhang Zhiwei Zhang FedML 35 161 0 25 Sep 2021
Privacy and Robustness in Federated Learning: Attacks and Defenses Lingjuan Lyu Han Yu Xingjun Ma Chen Chen Lichao Sun Jun Zhao Qiang Yang Philip S. Yu FedML 169 355 0 07 Dec 2020
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,833 0 08 Jul 2016