Xinjun Pei

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Malware Detection

Privacy Preserving

Incremental Learning

Malicious Executables

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Ind. Informatics

IEEE Trans. Netw. Sci. Eng.

IEEE Trans. Netw. Serv. Manag.

Publications

Xiaoheng Deng, Shunmeng Yin, Xinjun Pei, Lixin Lin, Xuechen Chen, Jinsong Gui
E-DBRL: efficient double broad reinforcement learning for adaptive traffic signal control. Appl. Intell. 54 (17-18) (2024)
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)
Yunlong Zhao, Xiaoheng Deng, Yijing Liu, Xinjun Pei, Jiazhi Xia, Wei Chen
Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing. CoRR (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)
Xinjun Pei, Xiaoheng Deng, Neal N. Xiong, Shahid Mumtaz, Jie Wu
Complex Graph Analysis and Representation Learning: Problems, Techniques, and Applications. IEEE Trans. Netw. Sci. Eng. 11 (5) (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)
Feng Pi, Shengwei Tian, Xinjun Pei, Peng Chen, Xin Wang, Xiaowei Wang
AdaTrans: An adaptive transformer for IoT Malware detection based on sensitive API call graph and inter-component communication analysis. J. Intell. Fuzzy Syst. 45 (6) (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)