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Xinjun Pei
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 12
Top Topics
Malware Detection
Dense Subgraphs
Neural Network
Malicious Executables
Top Venues
IEEE Trans. Ind. Informatics
IEEE Trans. Inf. Forensics Secur.
ICIP
IEEE Trans. Netw. Serv. Manag.
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Publications
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Xiaoheng Deng
,
Bin Chen
,
Xuechen Chen
,
Xinjun Pei
,
Shaohua Wan
,
Sotirios K. Goudos
A Trusted Edge Computing System Based on Intelligent Risk Detection for Smart IoT.
IEEE Trans. Ind. Informatics
20 (2) (2024)
Xinjun Pei
,
Xiaoheng Deng
,
Shengwei Tian
,
Jianqing Liu
,
Kaiping Xue
Privacy-Enhanced Graph Neural Network for Decentralized Local Graphs.
IEEE Trans. Inf. Forensics Secur.
19 (2024)
Xiaoheng Deng
,
Zhe Wang
,
Xinjun Pei
,
Kaiping Xue
TransMalDE: An Effective Transformer Based Hierarchical Framework for IoT Malware Detection.
IEEE Trans. Netw. Sci. Eng.
11 (1) (2024)
Xiaoheng Deng
,
Jincai Zhu
,
Xinjun Pei
,
Lan Zhang
,
Zhen Ling
,
Kaiping Xue
Flow Topology-Based Graph Convolutional Network for Intrusion Detection in Label-Limited IoT Networks.
IEEE Trans. Netw. Serv. Manag.
20 (1) (2023)
Xiaoheng Deng
,
Haowen Tang
,
Xinjun Pei
,
Deng Li
,
Kaiping Xue
MDHE: A Malware Detection System Based on Trust Hybrid User-Edge Evaluation in IoT Network.
IEEE Trans. Inf. Forensics Secur.
18 (2023)
Irshad Ullah
,
Xiaoheng Deng
,
Xinjun Pei
,
Ping Jiang
,
Husnain Mushtaq
A verifiable and privacy-preserving blockchain-based federated learning approach.
Peer Peer Netw. Appl.
16 (5) (2023)
Xinjun Pei
,
Xiaoheng Deng
,
Shengwei Tian
,
Kaiping Xue
Efficient Privacy Preserving Graph Neural Network for Node Classification.
ICASSP
(2023)
Yunlong Zhao
,
Xiaoheng Deng
,
Xinjun Pei
,
Xuechen Chen
,
Deng Li
Parallel Gradient Blend for Class Incremental Learning.
ICIP
(2023)
Xiaoheng Deng
,
Xinjun Pei
,
Shengwei Tian
,
Lan Zhang
Edge-Based IIoT Malware Detection for Mobile Devices With Offloading.
IEEE Trans. Ind. Informatics
19 (7) (2023)
Xinjun Pei
,
Xiaoheng Deng
,
Shengwei Tian
,
Lan Zhang
,
Kaiping Xue
A Knowledge Transfer-Based Semi-Supervised Federated Learning for IoT Malware Detection.
IEEE Trans. Dependable Secur. Comput.
20 (3) (2023)
Jianting Yuan
,
Guanxin Chen
,
Shengwei Tian
,
Xinjun Pei
Malicious URL Detection Based on a Parallel Neural Joint Model.
IEEE Access
9 (2021)
Xinjun Pei
,
Shengwei Tian
,
Long Yu
,
Huanhuan Wang
,
Yongfang Peng
A Two-Stream Network Based on Capsule Networks and Sliced Recurrent Neural Networks for DGA Botnet Detection.
J. Netw. Syst. Manag.
28 (4) (2020)