Two-layer detection framework with a high accuracy and efficiency for a malware family over the TLS protocol

• Rongfeng Zheng ,

  Contributed equally to this work with: Rongfeng Zheng, Jiayong Liu

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation College of Electronics and Information Engineering, Sichuan University, Chengdu, China

  http://orcid.org/0000-0003-3864-1084

  ⨯
• Jiayong Liu ,

  Contributed equally to this work with: Rongfeng Zheng, Jiayong Liu

  Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  * E-mail: ljy@scu.edu.cn

  Affiliation College of Cybersecurity, Sichuan University, Chengdu, China

  ⨯
• Liang Liu ,

  Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation College of Cybersecurity, Sichuan University, Chengdu, China

  ⨯
• Shan Liao ,

  Roles Investigation, Methodology, Validation, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation College of Cybersecurity, Sichuan University, Chengdu, China

  ⨯
• Kai Li ,

  Roles Data curation, Software, Validation

  ¶‡ These authors also contributed equally to this work.

  Affiliation College of Cybersecurity, Sichuan University, Chengdu, China

  ⨯
• Jihong Wei ,

  Roles Data curation, Software, Validation

  ¶‡ These authors also contributed equally to this work.

  Affiliation College of Cybersecurity, Sichuan University, Chengdu, China

  ⨯
• Li Li ,

  Roles Validation, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation College of Cybersecurity, Sichuan University, Chengdu, China

  ⨯
• Zhiyi Tian

  Roles Validation

  ¶‡ These authors also contributed equally to this work.

  Affiliation College of Cybersecurity, Sichuan University, Chengdu, China

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