Shiming Xia

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 8

Top Topics

Risk Assessment

Reinforcement Learning

Malware Detection

Top Venues

Secur. Commun. Networks

Publications

Lei Zhang, Zhisong Pan, Yu Pan, Shize Guo, Yi Liu, Shiming Xia, Qibin Zheng, Hongmei Li, Wei Bai
A Hidden Attack Sequences Detection Method Based on Dynamic Reward Deep Deterministic Policy Gradient. Secur. Commun. Networks 2022 (2022)
Lei Zhang, Wei Bai, Wei Li, Shiming Xia, Qibin Zheng
Discover the Hidden Attack Path in Multi-domain Cyberspace Based on Reinforcement Learning. CoRR (2021)
Lei Zhang, Wei Bai, Shize Guo, Shiming Xia, Hongmei Li, Zhisong Pan
Weakness Analysis of Cyberspace Configuration Based on Reinforcement Learning. CoRR (2020)
Xin Ma, Shize Guo, Wei Bai, Jun Chen, Shiming Xia, Zhisong Pan
An API Semantics-Aware Malware Detection Method Based on Deep Learning. Secur. Commun. Networks 2019 (2019)
Wei Bai, Zhisong Pan, Shize Guo, Zhe Chen, Shiming Xia
MDC-Checker: A novel network risk assessment framework for multiple domain configurations. Comput. Secur. 86 (2019)
Shiming Xia, Shize Guo, Wei Bai, Junyang Qiu, Hao Wei, Zhisong Pan
A New Smart Router-Throttling Method to Mitigate DDoS Attacks. IEEE Access 7 (2019)
Hao Wei, Guyu Hu, Wei Bai, Shiming Xia, Zhisong Pan
Lifelong representation learning in dynamic attributed networks. Neurocomputing 358 (2019)
Shiming Xia, Lei Zhang, Wei Bai, Xingyu Zhou, Zhisong Pan
DDoS Traffic Control Using Transfer Learning DQN With Structure Information. IEEE Access 7 (2019)