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J-GLOBAL ID：201801012615989998   Update date: Oct. 26, 2023

Mimura Mamoru

Mimura Mamoru
Affiliation and department：
防衛大学校 情報工学科

About 防衛大学校 情報工学科


Job title： 准教授
Research field  (1)： Information security
Research keywords  (4)： 機械学習 ,  自然言語処理 ,  ネットワークセキュリティ ,  情報セキュリティ
Research theme for competitive and other funds  (2)：
  • 2021 - 2026 深層強化学習と自然言語処理技術を用いた実践的サイバー攻撃・防御技術に関する研究
  • 2019 - 2022 Research on sensor security for environmental sensing
Papers (65)：
  • Impact Analysis of Evasion Attacks on Malicious PowerShell Detection Models Using Machine Learning. 2023. 64. 9. 1295-1305
  • Takayuki Ishimaru, Mamoru Mimura. Extracting Common Features of Fake News by Multi-Head-Attention. Security and Privacy in Social Networks and Big Data, Lecture Notes in Computer Science. 2023. 14097. 23-37
  • Satoki Kanno, Mamoru Mimura. Detection of Malware Using Self-Attention Mechanism and Strings. Springer, Network and System Security,Lecture Notes in Computer Science. 2023. 13983. 46-60
  • Ngoc Minh Phung, Mamoru Mimura. Malicious JavaScript Detection Based on AST Analysis and Key Feature Re-sampling in Realistic Environments. Springer, Codes, Cryptology and Information Security, Lecture Notes in Computer Science. 2023. 13874. 225-241
  • Mamoru Mimura. Impact of benign sample size on binary classification accuracy. Elsevier, Expert Systems with Applications. 2023. 211. 118630
ｍore...
MISC (17)：
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Lectures and oral presentations  (42)：
  • Extracting common features of fake news by Multi-Head-Attention
    (2022)
  • Contribution analysis of XSS attack detection with attention mechanism
    (2022)
  • Detecting malicious strings with self-attention mechanism
    (2022)
  • How Does a Benign Sample Size Affect Accuracy in Binary Classification?
    (2021)
  • Evaluating the Possibility of Evasion Attacks to Machine Learning-Based Models for Malicious PowerShell Detection
    (2021)
ｍore...
Education (1)：
  • 2010 - 2011 Institute of Information Security
Professional career (1)：
  • 博士(情報学)
Committee career (13)：
  • 2021/04 - 現在 情報処理学会 コンピュータセキュリティ研究会幹事
  • 2018/04 - 現在 情報処理学会 CSEC特集号編集委員
  • 2018/04 - 現在 IEEE International Workshop on Network Technologies for Security, Administration and Protection Program Committee
  • 2018/04 - 現在 International Workshop on Information and Communication Security Program Committee
  • 2018/04 - 現在 International Symposium on Computing and Networking Program Committee
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Awards (14)：
  • 2022/08 - Specially Selected Paper Leverage Slow-port-exhaustion attacks by exploiting abnormal connections from IoT devices and Docker containers
  • 2020/10 - 情報処理学会 第88回コンピュータセキュリティ研究会 優秀研究賞 深層強化学習によるPost Exploitationの自動化
  • 2020/09 - The 15 th International Workshop on Security Best Student Paper Award(指導学生の受賞) Detection of Malicious PowerShell Using Word-Level Language Models
  • 2019/10 - 情報処理学会 コンピュータセキュリティシンポジウム2019 奨励賞 機械語命令列分類の判断根拠を可視化できる深層学習器
  • 2019/10 - 情報処理学会 コンピュータセキュリティシンポジウム2019 学生論文賞(指導学生の受賞) 単語レベルの言語モデルを用いた悪性PowerShellの検出
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Association Membership(s) (1)：
INFORMATION PROCESSING SOCIETY OF JAPAN
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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