Research on entity recognition and alignment of APT attack based on Bert and BiLSTM-CRF

Research on entity recognition and alignment of APT attack based on Bert and BiLSTM-CRF

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Objectives: In the face of the complex and changing network security environment, how to fight against Advanced Persistent Threat (APT) attacks has become an urgent problem for the entire security community. The massive APT attack analysis reports and threat intelligence generated by security compan...

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Bibliographic Details
Main Authors: Xiuzhang YANG, Guojun PENG, Zichuan LI, Yangqi LYU, Side LIU, Chenguang LI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-06-01
Series:Tongxin xuebao
Subjects:
advanced persistent threat;threat intelligence extraction;entity recognition;entity alignment;deep learning
Online Access:http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2022116
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