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Kunlan Xiang
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 5
Top Topics
Private Data
Future Directions
Learning Scenarios
Predictive Model
Top Venues
CoRR
IEEE Netw.
IEEE Trans. Inf. Forensics Secur.
HPCC/DSS/SmartCity/DependSys
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Publications
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Haomiao Yang
,
Mengyu Ge
,
Dongyun Xue
,
Kunlan Xiang
,
Hongwei Li
,
Rongxing Lu
Gradient Leakage Attacks in Federated Learning: Research Frontiers, Taxonomy, and Future Directions.
IEEE Netw.
38 (2) (2024)
Haomiao Yang
,
Mengyu Ge
,
Kunlan Xiang
,
Xuejun Bai
,
Hongwei Li
FedVAE: Communication-Efficient Federated Learning With Non-IID Private Data.
IEEE Syst. J.
17 (3) (2023)
Haomiao Yang
,
Mengyu Ge
,
Kunlan Xiang
,
Jingwei Li
Using Highly Compressed Gradients in Federated Learning for Data Reconstruction Attacks.
IEEE Trans. Inf. Forensics Secur.
18 (2023)
Haomiao Yang
,
Kunlan Xiang
,
Hongwei Li
,
Rongxing Lu
A Comprehensive Overview of Backdoor Attacks in Large Language Models within Communication Networks.
CoRR
(2023)
Mengyu Ge
,
Haomiao Yang
,
Xian Ming
,
Kunlan Xiang
A Predictive Model of COVID-19 mRNA Vaccine Reactivity based on Dual Attention for Federated Learning Scenarios.
HPCC/DSS/SmartCity/DependSys
(2022)