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Songtao Peng
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A multi-view framework for BGP anomaly detection via graph attention network
S Peng, J Nie, X Shu, Z Ruan, L Wang, Y Sheng, Q Xuan
Computer Networks 214, 109129, 2022
102022
Classifying multiclass relationships between ASes using graph convolutional network
S Peng, X Shu, Z Ruan, Z Huang, Q Xuan
Frontiers of Engineering Management 9 (4), 653-667, 2022
7*2022
MAD-MulW: A Multi-Window Anomaly Detection Framework for BGP Security Events
S Peng, Y Chen, X Shu, W Shuai, S Fang, Z Ruan, Q Xuan
arXiv preprint arXiv:2312.11225, 2023
12023
Backfire Effect Reveals Early Controversy in Online Media
S Peng, C Fua, H Han, Y Wu, K Zhu, Q Xuan, Y Min
arXiv preprint arXiv:2403.02708, 2024
2024
Empirical study of the IPv4 and IPv6 networks at the autonomous system level
J Nie, J Hao, S Peng, X Shu, Z Ruan, Q Xuan
2023 8th International Conference on Data Science in Cyberspace (DSC), 559-565, 2023
2023
Enhancing Time Series Anomaly Detection with Graph Learning Techniques
Y Chen, Y Lv, Z Ruaną, S Peng
Big Data and Social Computing: 8th China National Conference, BDSC 2023 …, 2023
2023
Social Media Opinion Analysis Model Based on Fusion of Text and Structural Features
J Long, Z Li, Q Xuan, C Fu, S Peng, Y Min
Applied Sciences 13 (12), 7221, 2023
2023
Study of Autonomous System Business Types Based on Graph Neural Networks
S Peng, L Zhang, X Shu, Z Ruan, Q Xuan
Deep Learning Applications: In Computer Vision, Signals and Networks, 167-192, 2023
2023
Research on Network Invulnerability and Its Application on AS-Level Internet Topology
L Zhang, J Nie, S Peng, X Shu
China National Conference on Big Data and Social Computing, 220-234, 2022
2022
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