Ko, JeongGil
- Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation
2024/07/03 by Shin, Yujin, Lee, Kichang, Lee, Sungmin +3 · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Improving Local Training in Federated Learning via Temperature Scaling
2024/01/18 by Lee, Kichang, Zhang, Pei, Kim, Songkuk +1 · 1 citation
#68 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.11 #Machine Learning (cs.LG)
- DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning
2024/11/19 by Ki‐Chang Lee, Lee, Kichang, Shin, Yujin +7 · 2 citations
Computer Science · #68T07 #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.11 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data