Rozi Muhammad Fakhrur ＲｏｚｉＭｕｈａｍｍａｄＦａｋｈｒｕｒ

… Alternative Names

Rozi MuhammadFakhrur ロジムハマド・ファクル

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Researcher Number	20997382
Other IDs
Affiliation (Current)	2026: 国立研究開発法人情報通信研究機構, サイバーセキュリティ研究所AIセキュリティ研究センター, 研究員
Affiliation (based on the past Project Information) *help	2024: 国立研究開発法人情報通信研究機構, サイバーセキュリティ研究所, 研究員
Review Section/Research Field	Except Principal Investigator Medium-sized Section 60:Information science, computer engineering, and related fields / Basic Section 60070:Information security-related
Keywords	Except Principal Investigator 深層学習 / 悪性JavaScript検知 / IoTセキュリティ / 攻撃生成過程 / ドメイン知識 / 機械学習 / サイバーセキュリティ / 悪性サイト検知 / DoS攻撃 / 攻撃エコシステム … More / 連合学習AIセキュリティ / ウェブ媒介型攻撃 / 攻撃生成過程モデル / サイバー攻撃 / 敵対的サンプル攻撃 / 攻撃生成モデル / 悪性ドメイン検知 / サイバーセキュリティ」 / Webセキュリティ / 攻撃観測 / 攻撃検知 Less

Modelling Attack Generation Process by Introducing Machine Learning and Domain Knowledge and Its Verification for Real Attack Data
- Principal Investigator
  
  Ozawa Seiichi
- Project Period (FY)
  2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  Kobe University
Refinement of Cyberattack Generation Process Model by Using Machine Learning and Domain Knowledge
- Principal Investigator
  
  小澤誠一
- Project Period (FY)
  2021 – 2026
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Kobe University

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Securing Code With Context: Enhancing Vulnerability Detection Through Contextualized Graph Representations2024
- Author(s)
  Rozi Muhammad Fakhrur、Ban Tao、Ozawa Seiichi、Yamada Akira、Takahashi Takeshi、Inoue Daisuke
- Journal Title
  
  IEEE Access
  
  Volume: 12 Pages: 142101-142126
- DOI
  10.1109/access.2024.3467180
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21670, KAKENHI-PROJECT-21KK0178
[Journal Article] Detecting Malicious JavaScript Using Structure-Based Analysis of Graph Representation2023
- Author(s)
  Rozi Muhammad Fakhrur、Ban Tao、Ozawa Seiichi、Yamada Akira、Takahashi Takeshi、Kim Sangwook、Inoue Daisuke
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 102727-102745
- DOI
  10.1109/access.2023.3317266
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21670
[Journal Article] Understanding the Influence of AST-JS for Improving Malicious Webpage Detection2022
- Author(s)
  Rozi Muhammad Fakhrur、Ozawa Seiichi、Ban Tao、Kim Sangwook、Takahashi Takeshi、Inoue Daisuke
- Journal Title
  
  Applied Sciences
  
  Volume: 12 Issue: 24 Pages: 12916-12916
- DOI
  10.3390/app122412916
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21670, KAKENHI-PROJECT-21KK0178
[Journal Article] JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism2021
- Author(s)
  Rozi Muhammad Fakhrur、Ban Tao、Ozawa Seiichi、Kim Sangwook、Takahashi Takeshi、Inoue Daisuke
- Journal Title
  
  Neural Information Processing. ICONIP 2021. Lecture Notes in Computer Science, Springer, Cham
  
  Volume: 13109 Pages: 669-680
- DOI
  10.1007/978-3-030-92270-2_57
- ISBN
  9783030922696, 9783030922702
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21KK0178, KAKENHI-PROJECT-23K21670
[Presentation] Detecting Malicious Websites Based onJavaScript Content Analysis2021
- Author(s)
  Muhammad Fakhrur Rozi, Tao Ban, Sangwook Kim, Seiichi Ozawa, Takeshi Takahashi, Daisuke Inoue
- Organizer
  Computer Security Symposium 2021(CSS2021)
- Data Source
  KAKENHI-PROJECT-23K21670
[Presentation] Detecting Malicious Websites Based onJavaScript Content Analysis2021
- Author(s)
  Muhammad Fakhrur Rozi, Tao Ban, Sangwook Kim, Seiichi Ozawa, Takeshi Takahashi, Daisuke Inoue
- Organizer
  Computer Security Symposium 2021(CSS2021)
- Data Source
  KAKENHI-PROJECT-21KK0178

1. Ozawa Seiichi (70214129)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
2. 吉岡克成 (60415841)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. 班涛 (80462878)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
4. 金相旭 (00826878)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
5. 白石善明 (70351567)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Rozi Muhammad Fakhrur Ｒｏｚｉ ＭｕｈａｍｍａｄＦａｋｈｒｕｒ

Rozi MuhammadFakhrur ロジ ムハマド・ファクル

Research Projects

Research Products

Co-Researchers

Modelling Attack Generation Process by Introducing Machine Learning and Domain Knowledge and Its Verification for Real Attack Data

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Refinement of Cyberattack Generation Process Model by Using Machine Learning and Domain Knowledge

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Securing Code With Context: Enhancing Vulnerability Detection Through Contextualized Graph Representations2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Detecting Malicious JavaScript Using Structure-Based Analysis of Graph Representation2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Understanding the Influence of AST-JS for Improving Malicious Webpage Detection2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism2021

Author(s)

Journal Title

DOI

ISBN

Data Source

[Presentation] Detecting Malicious Websites Based onJavaScript Content Analysis2021

Author(s)

Organizer

Data Source

[Presentation] Detecting Malicious Websites Based onJavaScript Content Analysis2021

Author(s)

Organizer

Data Source

Rozi Muhammad Fakhrur ＲｏｚｉＭｕｈａｍｍａｄＦａｋｈｒｕｒ

Rozi MuhammadFakhrur ロジムハマド・ファクル