Xinjun Pei - researchr alias

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Viewing Publication 1 - 13 from 13

2024

TransMalDE: An Effective Transformer Based Hierarchical Framework for IoT Malware DetectionXiaoheng Deng, Zhe Wang, Xinjun Pei, Kaiping Xue. tnse, 11(1):140-151, January - February 2024. [doi]

A Trusted Edge Computing System Based on Intelligent Risk Detection for Smart IoTXiaoheng Deng, Bin Chen, Xuechen Chen, Xinjun Pei, Shaohua Wan 0001, Sotirios K. Goudos. tii, 20(2):1445-1454, February 2024. [doi]

Privacy-Enhanced Graph Neural Network for Decentralized Local GraphsXinjun Pei, Xiaoheng Deng, Shengwei Tian, Jianqing Liu, Kaiping Xue. tifs, 19:1614-1629, 2024. [doi]

2023

MDHE: A Malware Detection System Based on Trust Hybrid User-Edge Evaluation in IoT NetworkXiaoheng Deng, Haowen Tang, Xinjun Pei, Deng Li, Kaiping Xue. tifs, 18:5950-5963, 2023. [doi]

Flow Topology-Based Graph Convolutional Network for Intrusion Detection in Label-Limited IoT NetworksXiaoheng Deng, Jincai Zhu, Xinjun Pei, Lan Zhang 0005, Zhen Ling, Kaiping Xue. tnsm, 20(1):684-696, March 2023. [doi]

Edge-Based IIoT Malware Detection for Mobile Devices With OffloadingXiaoheng Deng, Xinjun Pei, Shengwei Tian, Lan Zhang 0005. tii, 19(7):8093-8103, July 2023. [doi]

Efficient Privacy Preserving Graph Neural Network for Node ClassificationXinjun Pei, Xiaoheng Deng, Shengwei Tian, Kaiping Xue. icassp 2023: 1-5 [doi]

A Knowledge Transfer-Based Semi-Supervised Federated Learning for IoT Malware DetectionXinjun Pei, Xiaoheng Deng, Shengwei Tian, Lan Zhang 0005, Kaiping Xue. tdsc, 20(3):2127-2143, May - June 2023. [doi]

AdaTrans: An adaptive transformer for IoT Malware detection based on sensitive API call graph and inter-component communication analysisFeng Pi, Shengwei Tian, Xinjun Pei, Peng Chen, Xin Wang, Xiaowei Wang. jifs, 45(6):11439-11452, December 2023. [doi]

A verifiable and privacy-preserving blockchain-based federated learning approachIrshad Ullah, Xiaoheng Deng, Xinjun Pei, Ping Jiang, Husnain Mushtaq. ppna, 16(5):2256-2270, September 2023. [doi]

Parallel Gradient Blend for Class Incremental LearningYunlong Zhao, Xiaoheng Deng, Xinjun Pei, Xuechen Chen, Deng Li. icip 2023: 1220-1224 [doi]

2021

Malicious URL Detection Based on a Parallel Neural Joint ModelJianting Yuan, Guanxin Chen, Shengwei Tian, Xinjun Pei. access, 9:9464-9472, 2021. [doi]

2020

A Two-Stream Network Based on Capsule Networks and Sliced Recurrent Neural Networks for DGA Botnet DetectionXinjun Pei, Shengwei Tian, Long Yu, Huanhuan Wang, Yongfang Peng. jnsm, 28(4):1694-1721, 2020. [doi]

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