Xinjun Pei

AMalNet: A deep learning framework based on graph convolutional networks for malware detection

Xinjun Pei, Long Yu, Shengwei Tian · Computers & Security · 2020 · 109 citations

Graph Neural Network, Graph Convolutional Networks, Engineering +6

Malicious URL Detection Based on a Parallel Neural Joint Model

Jianting Yuan, Guanxin Chen, Shengwei Tian et al. · IEEE Access · 2021 · 65 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +10

A Knowledge Transfer-based Semi-Supervised Federated Learning for IoT Malware Detection

Xinjun Pei, Xiaoheng Deng, Shengwei Tian et al. · IEEE Transactions on Dependable and Secure Computing · 2022 · 65 citations

Engineering, Machine Learning, Data Science +15

Flow Topology-Based Graph Convolutional Network for Intrusion Detection in Label-Limited IoT Networks

Xiaoheng Deng, Jincai Zhu, Xinjun Pei et al. · IEEE Transactions on Network and Service Management · 2022 · 62 citations

Bidirectional LSTM Malicious webpages detection algorithm based on convolutional neural network and independent recurrent neural network

Huanhuan Wang, Long Yu, Shengwei Tian et al. · Applied Intelligence · 2019 · 48 citations

Natural Language Processing, Convolutional Neural Network, Engineering +5