Summary of Swarm Learning: a Survey Of Concepts, Applications, and Trends, by Elham Shammar et al.
Swarm Learning: A Survey of Concepts, Applications, and Trendsby Elham Shammar, Xiaohui Cui, Mohammed A.…
Summary of Fairness Without Demographics in Human-centered Federated Learning, by Shaily Roy et al.
Fairness Without Demographics in Human-Centered Federated Learningby Shaily Roy, Harshit Sharma, Asif SalekinFirst submitted to…
Summary of Urvfl: Undetectable Data Reconstruction Attack on Vertical Federated Learning, by Duanyi Yao et al.
URVFL: Undetectable Data Reconstruction Attack on Vertical Federated Learningby Duanyi Yao, Songze Li, Xueluan Gong,…
Summary of Let’s Focus: Focused Backdoor Attack Against Federated Transfer Learning, by Marco Arazzi et al.
Let’s Focus: Focused Backdoor Attack against Federated Transfer Learningby Marco Arazzi, Stefanos Koffas, Antonino Nocera,…
Summary of An Aggregation-free Federated Learning For Tackling Data Heterogeneity, by Yuan Wang et al.
An Aggregation-Free Federated Learning for Tackling Data Heterogeneityby Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong…
Summary of A Universal Metric Of Dataset Similarity For Cross-silo Federated Learning, by Ahmed Elhussein and Gamze Gursoy
A Universal Metric of Dataset Similarity for Cross-silo Federated Learningby Ahmed Elhussein, Gamze GursoyFirst submitted…
Summary of Federa:efficient Fine-tuning Of Language Models in Federated Learning Leveraging Weight Decomposition, by Yuxuan Yan et al.
FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decompositionby Yuxuan Yan, Qianqian Yang,…
Summary of On the Impact Of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks, by Usevalad Milasheuski et al.
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networksby…
Summary of Bridging Data Barriers Among Participants: Assessing the Potential Of Geoenergy Through Federated Learning, by Weike Peng et al.
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learningby Weike Peng,…
Summary of Joint Energy and Latency Optimization in Federated Learning Over Cell-free Massive Mimo Networks, by Afsaneh Mahmoudi et al.
Joint Energy and Latency Optimization in Federated Learning over Cell-Free Massive MIMO Networksby Afsaneh Mahmoudi,…