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    Chapter and Conference Paper

    Identity Authentication Under Internet of Everything Based on Edge Computing

    With the rapid development of the Internet, the application of the Internet of things and big data is more and more extensive. The era of Internet of everything (IoE) has come, and the traditional cloud comput...

    Zixiao Kong, **gfeng Xue, Yong Wang in Trusted Computing and Information Security (2020)

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    Chapter and Conference Paper

    An Anomalous Traffic Detection Approach for the Private Network Based on Self-learning Model

    Although being isolated from the external network, the private network is still faced with some security threats, such as violations communications, malware attacks, and illegal operations. It is an attractive...

    Weijie Han, **gfeng Xue, Fuquan Zhang in Machine Learning for Cyber Security (2020)

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    Chapter and Conference Paper

    A Malware Classification Method Based on the Capsule Network

    Malware has become a serious threat to network security. Traditional static analysis methods usually cannot effectively detect packers, obfuscations, and variants. Dynamic analysis is not efficient when dealin...

    Ziyu Wang, Weijie Han, Yue Lu, **gfeng Xue in Machine Learning for Cyber Security (2020)

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    Chapter and Conference Paper

    Detection of Malicious Domains in APT via Mining Massive DNS Logs

    With the rise of network attack, advanced persistent threats (APT) imposes severe challenges to network security. Since APT attacker can easily hide inevitable C&C traffic in massive Web traffic, HTTP-based C...

    Lu Huang, **gfeng Xue, Weijie Han, Zixiao Kong in Machine Learning for Cyber Security (2020)