Malware detection using pre-trained transformer encoder with byte sequences

• Eun-Jin Kim,

  Roles Validation, Writing – original draft

  Affiliation Department of Computer Engineering, Chungbuk National University, Cheongju, Chungcheongbukdo, Republic of Korea

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• Yun-Kyung Lee,

  Roles Data curation, Writing – review & editing

  Affiliation Cyber Security Research Division, Electronics and Telecommunications Research Institute, Yuseong-gu, Daejeon, Republic of Korea

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• Sang-Min Lee,

  Roles Data curation, Writing – review & editing

  Affiliation Cyber Security Research Division, Electronics and Telecommunications Research Institute, Yuseong-gu, Daejeon, Republic of Korea

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• Jeong-Nyeo Kim,

  Roles Data curation, Writing – review & editing

  Affiliation Cyber Security Research Division, Electronics and Telecommunications Research Institute, Yuseong-gu, Daejeon, Republic of Korea

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• Ah Reum Kang,

  Roles Investigation, Resources

  Affiliation Department of Information Security, Pai Chai University, Daejeon, Republic of Korea

  https://orcid.org/0000-0002-0732-5313

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• Mi-seo Kim,

  Roles Writing – review & editing

  Affiliation Department of Computer Engineering, Chungbuk National University, Cheongju, Chungcheongbukdo, Republic of Korea

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• Young-Seob Jeong

  Roles Supervision, Writing – original draft, Writing – review & editing

  * E-mail: ysjay@chungbuk.ac.kr

  Affiliation Department of Computer Engineering, Chungbuk National University, Cheongju, Chungcheongbukdo, Republic of Korea

  https://orcid.org/0000-0002-9441-2940

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