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Malicious Traffic Identification with Self-Supervised Contrastive Learning

  • 【作者】Jin Yang, Xinyun Jiang, Gang Liang, Siyu Li, Zicheng Ma
  • 【作者单位】Affiliations 1 School of Cyber Science and Engineering, Sichuan University, Chengdu 610065, China. 2 School of Information Science and Technology, Tibet University, Lhasa 850013, China.
  • 【年份】2023
  • 【卷号】Vol.23 No.16
  • 【页码】7215
  • 【ISSN】1424-8220
  • 【关键词】contrastive learning deep learning long short-term memory malicious traffic identification network security self-attention transformer. 
  • 【摘要】 As the demand for Internet access increases, malicious traffic on the Internet has soared also. In view of the fact that the existing malicious-traffic-identification methods suffer from low accuracy, this paper proposes a malicious-traffic-identific...
  • 【文献类型】 期刊
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