HASEGAWA Hirokazu 長谷川皓一

Researcher Number	90806051
Other IDs
Affiliation (Current)	2025: 国立情報学研究所, ストラテジックサイバーレジリエンス研究開発センター, 特任准教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 国立情報学研究所, ストラテジックサイバーレジリエンス研究開発センター, 特任准教授 2022: 国立情報学研究所, サイバーセキュリティ研究開発センター, 特任准教授 2020 – 2021: 名古屋大学, 情報連携推進本部, 助教 2019: 名古屋大学, 情報連携統括本部, 助教
Review Section/Research Field	Principal Investigator Basic Section 60070:Information security-related Except Principal Investigator Basic Section 60070:Information security-related
Keywords	Principal Investigator 標的型攻撃対策 / ネットワークセキュリティ / サイバーセキュリティ / 人的サイバーセキュリティ / セキュリティ教育 / セキュアネットワーク / 情報セキュリティ / ハニーポット / 統計分析 / 仮想環境 … More / 仮装環境 / 正常通信分類 / マルウェア / 不正通信検出 / ネットワーク / SDN / マルウェア検知 / 不正通信検知 … More Except Principal Investigator 対標的型攻撃 / サイバーセキュリティ / 悪性通信検知 / 標的型攻撃対策 / 機械学習/深層学習システムへの攻撃対策 / ネットワークセキュリティ / 機械学習システムのセキュリティ / 対・対・対機械学習/深層学習 / マルウェア / 攻撃対策情報収集 / マルウェア検知/分類 / 標的型攻撃 / 対・対機械/深層学習攻撃 / 情報セキュリティ / マルウェア送り込み対策 / 対・対機械学習/深層学習 / 対・対・機械学習/深層学習 / マルウェア検知 Less

ユーザの情報セキュリティ信頼度を活用した高度なセキュリティ対策技術の開発Principal Investigator
- Principal Investigator
  
  長谷川皓一
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  National Institute of Informatics
Counter APT operation with detection involving attacks to ML based security system
- Principal Investigator
  
  嶋田創
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  Nagoya University
Development of a method for detecting suspicious communications based on the waiting state of the destination and its application to the construction of secure networksPrincipal Investigator
- Principal Investigator
  
  HASEGAWA Hirokazu
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  National Institute of Informatics
  Nagoya University
Countermeasure for counter machine/deep learning based detection system types of malware exploitation
- Principal Investigator
  
  Shimada Hajime
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  Nagoya University

All 2024 2023 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] Enhancing Detection of Malicious Traffic Through FPGA-Based Frequency Transformation and Machine Learning2024
- Author(s)
  Hu Zhenguo、Hasegawa Hirokazu、Yamaguchi Yukiko、Shimada Hajime
- Journal Title
  
  IEEE Access
  
  Volume: 12 Pages: 2648-2659
- DOI
  10.1109/access.2023.3348234
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11961, KAKENHI-PROJECT-19K20268, KAKENHI-PROJECT-23K28086
[Journal Article] Androidアプリの自動リンクにおける悪意のあるリンク生成リスクの検討2023
- Author(s)
  辻知希, 嶋田創, 山口由紀子, 長谷川皓一
- Journal Title
  
  情報処理学会論文誌 Journal of Information Processing
  
  Volume: 64 Pages: 1041-1052
- NAID
  170000185988
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K28086
[Journal Article] Androidアプリの自動リンクにおける悪意のあるリンク生成リスクの検討,2023
- Author(s)
  辻知希, 嶋田創, 山口由紀子, 長谷川皓一
- Journal Title
  
  情報処理学会論文誌 Journal of Information Processing
  
  Volume: 64 Pages: 1-12
- NAID
  170000185988
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04108
[Journal Article] Malware Self-Supervised Graph Contrastive Learning with Data Augmentation2023
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Journal Title
  
  International Journal On Advances in Security
  
  Volume: 16 Pages: 116-125
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K20268
[Journal Article] Realtime Malicious Traffic Detection Targeted for TCP Out-of-Order Packets Based on FPGA2023
- Author(s)
  Hu Zhenguo、Hasegawa Hirokazu、Yamaguchi Yukiko、Shimada Hajime
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 112212-112222
- DOI
  10.1109/access.2023.3323853
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11961, KAKENHI-PROJECT-19K20268, KAKENHI-PROJECT-23K28086
[Journal Article] Malware Self-Supervised Graph Contrastive Learning with Data Augmentation2023
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Journal Title
  
  International Journal On Advances in Security
  
  Volume: 16 Pages: 116-125
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K28086
[Journal Article] Malware Detection Using LightGBM With a Custom Logistic Loss Function2022
- Author(s)
  Gao Yun、Hasegawa Hirokazu、Yamaguchi Yukiko、Shimada Hajime
- Journal Title
  
  IEEE Access
  
  Volume: 10 Pages: 47792-47804
- DOI
  10.1109/access.2022.3171912
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11961, KAKENHI-PROJECT-19K20268, KAKENHI-PROJECT-19H04108
[Journal Article] Malware Detection by Control-Flow Graph Level Representation Learning With Graph Isomorphism Network2022
- Author(s)
  Gao Yun、Hasegawa Hirokazu、Yamaguchi Yukiko、Shimada Hajime
- Journal Title
  
  IEEE Access
  
  Volume: 10 Pages: 111830-111841
- DOI
  10.1109/access.2022.3215267
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11961, KAKENHI-PROJECT-19K20268, KAKENHI-PROJECT-19H04108
[Journal Article] Automatic Mapping of Threat Information to Adversary Techniques Using Different Datasets2021
- Author(s)
  Otgonpurev Mendsaikhan, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Journal Title
  
  International Journal On Advances in Securityh
  
  Volume: 14 Pages: 37-47
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H04108
[Journal Article] WAF Signature Generation from Real-Time Information on the Web using Similarity to CVE2021
- Author(s)
  Masahito Kumazaki, Yukiko Yamaguchi, Hajime Shimada, and Hirokazu Hasegawa
- Journal Title
  
  International Journal On Advances in Security
  
  Volume: 14 Pages: 26-36
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H04108
[Journal Article] Construction of Secure Internal Network with Communication Classifying System Using Multiple Judgment Methods2020
- Author(s)
  Hirokazu Hasegawa, Yuya Sato, Hiroki Takakura
- Journal Title
  
  The International Journal on Advances in Telecommunications
  
  Volume: 13-3&4 Pages: 21-32
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K20268
[Journal Article] Identification of Cybersecurity Specific Content Using Different Language Models2020
- Author(s)
  Mendsaikhan Otgonpurev、Hasegawa Hirokazu、Yamaguchi Yukiko、Shimada Hajime、Bataa Enkhbold
- Journal Title
  
  Journal of Information Processing
  
  Volume: 28 Issue: 0 Pages: 623-632
- DOI
  10.2197/ipsjjip.28.623
- NAID
  130007904842
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11961, KAKENHI-PROJECT-19H04108
[Journal Article] Quantifying the Significance and Relevance of Cyber-Security Text Through Textual Similarity and Cyber-Security Knowledge Graph2020
- Author(s)
  Mendsaikhan Otgonpurev、Hasegawa Hirokazu、Yamaguchi Yukiko、Shimada Hajime
- Journal Title
  
  IEEE Access
  
  Volume: 8 Pages: 177041-177052
- DOI
  10.1109/access.2020.3027321
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11961, KAKENHI-PROJECT-19H04108
[Journal Article] Using Seq2Seq Model to Detect Infection Focusing on Behavioral Features of Processes2019
- Author(s)
  Shun Tobiyama, Yukiko Yamaguchi, Hirokazu Hasegawa, Hajime Shimada, Mitsuaki Akiyama, and Takeshi Yagi
- Journal Title
  
  Journal of Information Processing
  
  Volume: 27 Issue: 0 Pages: 545-554
- DOI
  10.2197/ipsjjip.27.545
- NAID
  130007706942
- ISSN
  1882-6652
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 機械学習を用いた悪性URLクエリ検知に対するラベル反転攻撃の攻撃耐性評価2024
- Author(s)
  松波旭, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会研究報告, Vol. 123, No. 448, pp. 153-159
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] プライバシーに配慮した悪性通信検出手法のNII-SOCSベンチマークデータを用いた検討2024
- Author(s)
  小川剛史, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会研究報告, Vol. 123, No. 448, pp. 79-84
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] 機械学習を用いた悪性URLクエリ検知に対するラベル反転攻撃の攻撃耐性評価,2024
- Author(s)
  松波旭, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会研究報告, Vol. 123, No. 448, pp. 153-159,
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] プライバシーに配慮した悪性通信検出手法のNII-SOCSベンチマークデータを用いた検討2024
- Author(s)
  小川剛史, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会研究報告, Vol. 123, No. 448, pp. 79-84
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Heterogeneous Network Inspection in IoT Environment with FPGA based Pre-Filter and CPU based LightGBM2023
- Author(s)
  Zhenguo Hu, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  In proceedings of the 17th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2023), pp. 27-32
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Feasibility Verification on Impact of Frequently Access Control Update based on User Reliability2023
- Author(s)
  Atsushi Shinoda, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada, Hiroki Takakura
- Organizer
  The 9th International Conference on Information Systems Security and Privacy (ICISSP 2023), Abstract Session, February 2023.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Feasibility Verification of Access Control System for Telecommuting by Users Reliability Calculation2023
- Author(s)
  Atsushi Shinoda, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada, and Hiroki Takakura
- Organizer
  In Proceedings of the Eighteenth International Conference on Systems and Networks Communications (ICSNC 2023), pp. 16-22
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] AI-driven Approach for Access Control List Management2023
- Author(s)
  Nader Shahata, Hirokazu Hasegawa, Hiroki Takakura
- Organizer
  In proceedings of the 17th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2023), pp. 52-58
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Feasibility Verification of Access Control System for Telecommuting by Users Reliability Calculation2023
- Author(s)
  Atsushi Shinoda, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada, Hiroki Takakura
- Organizer
  In Proceedings of the Eighteenth International Conference on Systems and Networks Communications (ICSNC 2023), pp. 16-22
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 悪性通信検知のためのプライバシーに配慮した通信ログ匿名加工の検討2023
- Author(s)
  小川剛史, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会研究報告, Vol. 122, No. 422, ICSS2022-74, pp. 157-162, 2023年3月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] On-Demand Clock Boosting for Secure Remote Work System2023
- Author(s)
  Justus von der Beek, Atsushi Shinoda, Hajime Shimada, and Hirokazu Hasegawa
- Organizer
  In Proceedings of the 12th International Conference on Communications, Computation, Networks and Technologies (INNOV 2023), pp. 8-13,
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] プライバシーと悪性通信検知精度の両立を目指した通信ログ匿名加工の検討2023
- Author(s)
  小川剛史, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  コンピュータセキュリティシンポジウム2023 (CSS2023), pp. 101-108
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] Discussion about Requirements Gathering for Proposing a Forensic Ransomware Behavioral Analysis Methodology2023
- Author(s)
  Joao Ribeiro, Yukiko Yamaguchi, Hirokazu Hasegawa, and Hajime Shimada
- Organizer
  情報科学技術フォーラム FIT 2023, L-021, pp. 183-186
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] プライバシーと悪性通信検知精度の両立を目指した通信ログ匿名加工の検討2023
- Author(s)
  小川剛史, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  コンピュータセキュリティシンポジウム2023 (CSS2023), pp. 101-108
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Proposal for a Granular Access Control Method Based on Similarity of File Accesses Behavior Among Users2023
- Author(s)
  Yuki Kodaka, Hirokazu Hasegawa, Hiroki Takakura
- Organizer
  The 9th International Conference on Information Systems Security and Privacy (ICISSP 2023), Abstract Session, February 2023.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Feasibility Verification on Impact of Frequently Access Control Update based on User Reliability2023
- Author(s)
  Atsushi Shinoda, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada, and Hiroki Takakura
- Organizer
  In Book of Abstract of the 9th International Conference on Information Systems Security and Privacy (ICISSP 2023), p. 25
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Design and Implementation of Access Control Method Based on Correlation Among Files2023
- Author(s)
  Yuki Kodaka, Hirokazu Hasegawa, Hiroki Takakura
- Organizer
  In proceedings of the 16th International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services (CENTRIC 2023), pp. 44-51
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] A Prototype Design of Real-Time Encrypted Malicious Traffic Detection based on Hardware Implementation2023
- Author(s)
  henguo Hu, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  In Proceedings of the 26th IEEE Symposium on Low-Power and High-Speed Chips (COOLChips 26), pp. 340-341
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] 悪性通信検知のためのプライバシーに配慮した通信ログ匿名加工の検討2023
- Author(s)
  小川剛史, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会研究報告, Vol. 122, No. 422, ICSS2022-74, pp. 157-162
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] On-Demand Clock Boosting for Secure Remote Work System2023
- Author(s)
  Justus von der Beek, Atsushi Shinoda, Hajime Shimada, Hirokazu Hasegawa
- Organizer
  In Proceedings of the 12th International Conference on Communications, Computation, Networks and Technologies (INNOV 2023), pp. 8-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Poisoning Attacks against Network Intrusion Detection Systems Using Shapley values to Identify Trends in Poisoning Data2023
- Author(s)
  Tomohiro Hasegawa, Ryotaro Kobayashi,
- Organizer
  In Proceedings of the 11th International Symposium on Computing and Networking (CANDAR 2023), pp. pp. 127-133
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] Heterogeneous Network Inspection in IoT Environment with FPGA based Pre-Filter and CPU based LightGBM,2023
- Author(s)
  Zhenguo Hu, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  In proceedings of the 17th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2023), pp. 27-32
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28086
[Presentation] AndroidアプリのURL自動リンクにおけるフィッシングリスクの分析と対策の実装2022
- Author(s)
  辻知希, 嶋田創, 山口由紀子, 長谷川皓一
- Organizer
  コンピュータセキュリティシンポジウム2022, pp. 1194-1201, 2022年10月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 通信遮断による標的型攻撃対応のための影響範囲VR可視化システムの開発2022
- Author(s)
  小森工, 嶋田創, 長谷川皓一
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] ユーザ信用度を考慮した動的アクセス制御遅延の環境差検証2022
- Author(s)
  篠田優, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  電子情報通信学会技術報告, Vol. 122, No. 306, IA2022-66, pp. 91-98, 2022年12月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] An Importance Estimation Method Based on Resource Lineage2022
- Author(s)
  Yingtao Zhou, Hirokazu Hasegawa, Hiroki Takakura
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] A Resource Importance Estimation Method Based on Proximity of Hierarchical Position2022
- Author(s)
  Yingtao Zhou, Hirokazu Hasegawa, Hiroki Takakura
- Organizer
  In Proceedings of the 5th International Conference on Information Science and Systems (ICISS2022), pp. 83-89, August 2022.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Unsupervised Graph Contrastive Learning with Data Augmentation for Malware Classification2022
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada,
- Organizer
  In Proceeings of the 16th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2022), ISBN: 978-1-68558-007-0, pp. 41-47
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Unsupervised Graph Contrastive Learning with Data Augmentation for Malware Classification2022
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  In Proceedings of the 16th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2022), ISBN: 978-1-68558-007-0, pp. 41-47, October 2022.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 勾配情報変化量を利用したSVMベースのマルウェア検知を標的にする中毒攻撃データの検知2022
- Author(s)
  嶋田創, 蘇思遠, 長谷川皓一, 山口由紀子
- Organizer
  情報処理学会研究報告, Vol. 2022-CSEC-98, No. 19, pp. 1-8
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Cyber Attack Stage Tracing System Based on Attack Scenario Comparison2022
- Author(s)
  Masahito Kumazaki, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada, and Hiroki Takakura
- Organizer
  In Proceedings of the 8th International Conference on Information Systems Security and Privacy (ICISSP 2022), pp. 587-594
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 正常ログ残存を前提とするサイバー攻撃推定手法の性能評価2022
- Author(s)
  熊崎真仁, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 通信遮断による標的型攻撃対応のための影響範囲VR可視化システムの開発2022
- Author(s)
  小森工, 嶋田創, 長谷川皓一
- Organizer
  情報処理学会第84回全国大会予稿集, 4ZD-03, pp.579-580
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Towards Network-Wide Malicious Traffic Detection with Power-Effective Hardware NIDS Design2022
- Author(s)
  Zhenguo Hu, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  In Proceedings of the 25th IEEE Symposium on Low-Power and High-Speed Chips (COOLChips 25), Poster 6, pp. 313-314
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 社会情勢分析によるサイバーリスク推定および防御構築支援2022
- Author(s)
  長谷川皓一, 平井健士, 高倉弘喜
- Organizer
  コンピュータセキュリティシンポジウム2022, pp. 92-96, 2022年10月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 勾配情報変化量を利用したSVMベースのマルウェア検知を標的にする中毒攻撃データの検知2022
- Author(s)
  嶋田創, 蘇思遠, 長谷川皓一, 山口由紀子
- Organizer
  情報処理学会研究報告, Vol. 2022-CSEC-98, No. 19, pp. 1-8, 2022年7月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] ユーザ信用度を考慮した動的アクセス制御遅延の環境差検証2022
- Author(s)
  篠田優, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  電子情報通信学会技術報告, Vol. 122, No. 306, IA2022-66, pp. 91-98
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Malware Detection using Attributed CFG Generated by Pre-trained Language Model with Graph Isomorphism Network2022
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  In Proceedings of the 12th IEEE International Workshop on Network Technologies for Security, Administration and Protection (NETSAP 2022), pp. 1495-1501, DOI: 10.1109/COMPSAC54236.2022.00237
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Malware Detection using Attributed CFG Generated by Pre-trained Language Model with Graph Isomorphism Network2022
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  In Proceedings of the 12th IEEE International Workshop on Network Technologies for Security, Administration and Protection (NETSAP 2022), pp. 1495-1501, June 2022.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Towards Network-Wide Malicious Traffic Detection with Power-Effective Hardware NIDS Design (Poster)2022
- Author(s)
  Zhenguo Hu, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  In Proceedings of the 25th IEEE Symposium on Low-Power and High-Speed Chips (COOLChips 25), Poster 6, pp. 313-314, April 2022.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] ユーザの信用度を考慮したテレワーク通信へのアクセス制御手法の実装2022
- Author(s)
  篠田優, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  コンピュータセキュリティシンポジウム2022, pp. 840-847, 2022年10月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 潜在表現の時系列差分を用いた亜種マルウェア検知精度向上の検討2022
- Author(s)
  篠田優, 嶋田創, 長谷川皓一, 山口由紀子
- Organizer
  電子情報通信学会研究報告, Vol. 122, No. 86, ICSS2022-4, pp. 19-24
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 潜在表現の時系列差分を用いた亜種マルウェア検知精度向上の検討2022
- Author(s)
  篠田優, 嶋田創, 山口由紀子, 長谷川皓一
- Organizer
  電子情報通信学会研究報告, Vol. 122, No. 86, ICSS2022-4, pp. 19-24, 2022年6月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 正常ログ残存を前提とするサイバー攻撃推定手法の性能評価2022
- Author(s)
  熊崎真仁, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  情報処理学会第84回全国大会予稿集, 4ZD-04, pp. 581-582
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] e-learning習熟度を活用したセキュリティ対策強化の推薦手法に関する検討2022
- Author(s)
  長谷川皓一, 高倉弘喜
- Organizer
  コンピュータセキュリティシンポジウム2022, pp. 1093-1098, 2022年10月.
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] AndroidアプリのURL自動リンクにおけるフィッシングリスクの分析と対策の実装2022
- Author(s)
  辻知希, 嶋田創, 山口由紀子, 長谷川皓一
- Organizer
  コンピュータセキュリティシンポジウム2022, pp. 1194-1201
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] NIDS に対する中毒攻撃に関する調査及び詳細把握のための評価指標の導入2022
- Author(s)
  長谷川智祐, 小林良太郎
- Organizer
  コンピュータセキュリティシンポジウム2022(CSS2022), pp.30-35
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] ユーザの信用度を考慮したテレワーク通信へのアクセス制御手法の実装2022
- Author(s)
  篠田優, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  コンピュータセキュリティシンポジウム2022, pp. 840-847
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Potential Security Risks of Internationalized Domain Name Processing for Hyperlink2021
- Author(s)
  Taiga Shirakura, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  In Proceedings of the 11th IEEE International Workshop on Network Technologies for Security, Administration and Protection (NETSAP 2021), pp. 1092-1098
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] High-Performance Distributed NIDS Cluster Based on Hybrid Detection Platform2021
- Author(s)
  Zhenguo Hu, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  情報科学技術フォーラム FIT 2021, L-004, pp. 139-140
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 機械学習系マルウェア検知システムへの中毒攻撃データ生成の特徴量空間拡大検討2021
- Author(s)
  蘇思遠, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  情報科学技術フォーラム FIT 2021, L-001, pp. 131-132
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] High-Performance Distributed NIDS Cluster Based on Hybrid Detection Platform2021
- Author(s)
  Zhenguo Hu, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  情報科学技術フォーラム FIT 2021
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 機械学習系マルウェア検知システムへの中毒攻撃データ生成の特徴量空間拡大検討2021
- Author(s)
  蘇思遠, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  情報科学技術フォーラム FIT 2021, L-001, pp. 131-132, 2021年9月.
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Malware Detection Using Gradient Boosting Decision Trees with Customized Log Loss Function2021
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  In Proceedings of the 35th International Conference on Information Networking (ICOIN2021), pp. 273-278, January 2021,
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] ecurity Risk of Malicious Sites Direction Caused by Misinterpretation of Special Characters in URL2021
- Author(s)
  Satoki Tsuji, Hajime Shimada, Yukiko Yamaguchi, and Hirokazu Hasegawa
- Organizer
  The 16th International Workshop on Security (IWSEC 2021), Poster 1
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Androidアプリの自動リンクにおける悪意のあるリンク生成リスクの検討2021
- Author(s)
  辻知希, 嶋田創, 山口由紀子, 長谷川皓一
- Organizer
  コンピュータセキュリティシンポジウム2021, pp. 960-966
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 既存通信データセットに対する中毒攻撃を想定した敵対的学習データ生成の試行2021
- Author(s)
  桑山拓也, 嶋田創, 山口由紀子, 長谷川皓一
- Organizer
  情報処理学会研究報告, Vol. 2021-CSEC-95, No. 9, pp. 1-8
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Malware Detection Using Gradient Boosting Decision Trees with Customized Log Loss Function2021
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  Proceedings of the 35th International Conference on Information Networking (ICOIN2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] インシデント対応策に残存する情報漏洩リスク評価システムの実装2021
- Author(s)
  野田朋宏, 長谷川皓一, 嶋田創, 山口由紀子, 高倉弘喜
- Organizer
  電子情報通信学会研究報告, Vol. 120, No. 384, ICSS2020-32, pp. 37-42, 2021年3月.
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 複数拠点ネットワークにおける類似インシデント評価手法の検討2021
- Author(s)
  熊崎真仁, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  電子情報通信学会研究報告, Vol. 120, No. 384, ICSS2020-31, pp. 31-36, 2021年3月.
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Rogue AP Detection using Similarity of Backbone Delay Fluctuation Histogram2020
- Author(s)
  Ziwei Zhang, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  Proceedings of the 34th International Conference on Information Networking (ICOIN2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] WAF Signature Generation with Real-Time Information on the Web2020
- Author(s)
  Masahito Kumazaki, Yukiko Yamaguchi, Hajime Shimada, and Hirokazu Hasegawa
- Organizer
  In Proceeings of the 14th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2020), ISBN: 978-1-61208-821-1, pp. 40-45, November 2020.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] WAF Signature Generation with Real-Time Information on the Web2020
- Author(s)
  Masahito Kumazaki, Yukiko Yamaguchi, Hajime Shimada, Hirokazu Hasegawa
- Organizer
  Proceedings of the 14th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 国際化ドメイン名の自動リンク処理等におけるセキュリティリスクの検討2020
- Author(s)
  白倉大河, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  コンピュータセキュリティシンポジウム2020, pp.29-36, 2020年10月
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Quantifying the Significance of Cybersecurity Text through Semantic Similarity and Named Entity Recognition2020
- Author(s)
  Otgonpurev Mendsaikhan, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  The 6th International Conference on Information Systems Security and Privacy
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Web上のリアルタイム情報を利用したWAFシグネチャ生成の初期検討2020
- Author(s)
  熊崎真仁, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会第50回情報通信システムセキュリティ研究会（ICSS）
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Gradient Boosting Decision Tree Ensemble Learning for Malware Binary Classification2020
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  コンピュータセキュリティシンポジウム2020, pp. 589-595, 2020年10月
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Automatic Mapping of Vulnerability Information to Adversary Techniques2020
- Author(s)
  Otgonpurev Mendsaikhan, Hirokazu Hasegawa, Yukiko Yamaguchi, and Hajime Shimada
- Organizer
  In Proceeings of the 14th International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2020), ISBN: 978-1-61208-821-1, pp. 53-59, November 2020.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 複数拠点におけるインシデント対応支援システムの初期検討2020
- Author(s)
  熊崎真仁, 長谷川皓一, 山口由紀子, 嶋田創, 高倉弘喜
- Organizer
  電子情報通信学会研究報告, Vol. 120, No. 264, ICSS2020-22, pp. 17-20, 2020年11月.
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Gradient Boosting Decision Tree Ensemble Learning for Malware Binary Classification2020
- Author(s)
  Yun Gao, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  コンピュータセキュリティシンポジウム2020
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Rogue AP Detection using Similarity of Backbone Delay Fluctuation Histogram2020
- Author(s)
  Ziwei Zhang, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  The 34th International Conference on Information Networking (ICOIN2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 機械学習を用いたマルウェア検知システムに対する強化学習による敵対的サンプル生成の課題2019
- Author(s)
  高木聖也, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会情報通信システムセキュリティ研究会
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Identification of Cybersecurity Specific Content Using the Doc2Vec Language Model2019
- Author(s)
  Otgonpurev Mendsaikhan, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  The 43rd Annual International Computers, Software and Applications Conference (COMPSAC 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Quantifying the Significance of Cybersecurity Related Text Documents by Analyzing IoC and Named Entities2019
- Author(s)
  Otgonpurev Mendsaikhan, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  コンピュータセキュリティシンポジウム2019
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Rogue Wireless AP Detection using Delay Fluctuation in Backbone Network2019
- Author(s)
  Ziwei Zhang, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  Proceedings of the 43rd Annual International Computers, Software and Applications Conference (COMPSAC 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] Rogue Wireless AP Detection using Delay Fluctuation in Backbone Network2019
- Author(s)
  Ziwei Zhang, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada
- Organizer
  The 43rd Annual International Computers, Software and Applications Conference (COMPSAC 2019)(Fast Abstract)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] 組織内部での攻撃行動を仮想環境へ誘導する挙動分析システム2019
- Author(s)
  大橋宗治, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会情報通信システムセキュリティ研究会
- Data Source
  KAKENHI-PROJECT-19H04108
[Presentation] Implementation of MQTT/CoAP Honeypots and Analysis of Observed Data2019
- Author(s)
  Hajime Shimada, Katsutaka Ito, Hirokazu Hasegawa, Yukiko Yamaguchi
- Organizer
  Proceedings of the Thirteenth International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] 組織内部での攻撃行動を仮想環境へ誘導する挙動分析システム2019
- Author(s)
  大橋宗治, 長谷川皓一, 山口由紀子, 嶋田創
- Organizer
  電子情報通信学会第49回情報通信システムセキュリティ研究会（ICSS）
- Data Source
  KAKENHI-PROJECT-19K20268
[Presentation] An Evaluation on Feasibility of a Communication Classifying System2019
- Author(s)
  Yuya Sato, Hirokazu Hasegawa, Hiroki Takakura
- Organizer
  Proceedings of the Thirteenth International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20268

1. Shimada Hajime (60377851)

# of Collaborated Projects: 3 results

# of Collaborated Products: 48 results
2. 小林良太郎 (40324454)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
3. 山口由紀子 (90239921)

# of Collaborated Projects: 1 results

# of Collaborated Products: 43 results
4. 高倉弘喜 (70281144)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 平野学 (50390464)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

HASEGAWA Hirokazu 長谷川 皓一

Research Projects

Research Products

Co-Researchers

ユーザの情報セキュリティ信頼度を活用した高度なセキュリティ対策技術の開発Principal Investigator

Principal Investigator

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Review Section

Research Institution

Counter APT operation with detection involving attacks to ML based security system

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a method for detecting suspicious communications based on the waiting state of the destination and its application to the construction of secure networksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Countermeasure for counter machine/deep learning based detection system types of malware exploitation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Enhancing Detection of Malicious Traffic Through FPGA-Based Frequency Transformation and Machine Learning2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Androidアプリの自動リンクにおける悪意のあるリンク生成リスクの検討2023

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Androidアプリの自動リンクにおける悪意のあるリンク生成リスクの検討,2023

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Malware Self-Supervised Graph Contrastive Learning with Data Augmentation2023

Author(s)

Journal Title

Data Source

[Journal Article] Realtime Malicious Traffic Detection Targeted for TCP Out-of-Order Packets Based on FPGA2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Malware Self-Supervised Graph Contrastive Learning with Data Augmentation2023

Author(s)

Journal Title

Data Source

[Journal Article] Malware Detection Using LightGBM With a Custom Logistic Loss Function2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Malware Detection by Control-Flow Graph Level Representation Learning With Graph Isomorphism Network2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Automatic Mapping of Threat Information to Adversary Techniques Using Different Datasets2021

Author(s)

Journal Title

Data Source

[Journal Article] WAF Signature Generation from Real-Time Information on the Web using Similarity to CVE2021

Author(s)

Journal Title

Data Source

[Journal Article] Construction of Secure Internal Network with Communication Classifying System Using Multiple Judgment Methods2020

Author(s)

Journal Title

Data Source

[Journal Article] Identification of Cybersecurity Specific Content Using Different Language Models2020

Author(s)

HASEGAWA Hirokazu 長谷川皓一