Ban Tao 班涛

… Alternative Names

BAN Tao 班涛

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Researcher Number	80462878
Affiliation (Current)	2025: 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, 総括研究員
Affiliation (based on the past Project Information) *help	2021 – 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, 主任研究員 2014: 独立行政法人情報通信研究機構, ネットワークセキュリティ研究所・サイバーセキュリティ研究室, 主任研究員 2014: 情報通信研究機構, ネットワークセキュリティ研究所, 主任研究員 2013: 独立行政法人情報通信研究機構, ネットワークセキュリティ研究所サイバーセキュリティ研究室, 主任研究員 2012: 独立行政法人情報通信研究機構, ネットワークセキュリティ研究所サイバーセキュリティ研究室, 研究員
Review Section/Research Field	Principal Investigator Basic Section 60070:Information security-related / Computer system/Network Except Principal Investigator Basic Section 60070:Information security-related / Medium-sized Section 60:Information science, computer engineering, and related fields / Intelligent informatics
Keywords	Principal Investigator Static analysis / CPU architecture / IoT malware / Malware anlaysis / function call graph / Explainable AI / graph embedding / machine learning / explainable AI / packer … More / static analysis / IoT security / IoT malware analysis / ニュージーランド / イスラエル / アメリカ / スペクトラムカーネル / サポートベクターマシン / 分類器 / スパムメール解析 / 機械学習 / サイバーセキュリティ / スパムメール / カーネル関数 / サポートベクトルマシン / パッカー特定 / 配列解析 / マルウェア解析 … More Except Principal Investigator 機械学習 / サイバーセキュリティ / 深層学習 / 悪性JavaScript検知 / 攻撃生成過程 / 敵対的サンプル攻撃 / 攻撃生成モデル / 悪性ドメイン検知 / Webセキュリティ / IoTセキュリティ / 攻撃観測 / 攻撃検知 / ドメイン知識 / DoS攻撃 / ウェブ媒介型攻撃 / 攻撃生成過程モデル / 悪性サイト検知 / 行動推定 / パケット解析 / 特徴選択 / パターン認識 / インターネットセキュリティ / スパムメール悪性度判定 / ダークネットトラフィック解析 / マルウェア検知 / 識別器 / ビッグデータ / 悪性スパムメール攻撃 / テキスト解析 / マルウェア感染モニタリング / DDoSバックスキャッタ判定 / ダークネット解析 / 悪性スパムメール検知 / オンライン学習 Less

Research on IoT Anti-malware Technology beyond CPU ArchitecturesPrincipal Investigator
- Principal Investigator
  
  班涛
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  National Institute of Information and Communications Technology
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
Modelling Attack Generation Process by Introducing Machine Learning and Domain Knowledge and Its Verification for Real Attack Data
- Principal Investigator
  
  小澤誠一
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  Kobe University
Development of Malware Detection/Classification System Introducing Incremental Learning and Active Learning
- Principal Investigator
  
  OZAWA Seiichi
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Kobe University
An intellectual anti-malware scheme using advanced sequence analysis techniquesPrincipal Investigator
- Principal Investigator
  
  BAN Tao
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Computer system/Network
- Research Institution
  National Institute of Information and Communications Technology

All 2023 2022 2021 2015 2014 2013 Other

All Journal Article Presentation

[Journal Article] IoT malware classification based on reinterpreted function-call graphs2023
- Author(s)
  Wu Chia-Yi、Ban Tao、Cheng Shin-Ming、Takahashi Takeshi、Inoue Daisuke
- Journal Title
  
  Computers & Security
  
  Volume: 125 Pages: 103060-103060
- DOI
  10.1016/j.cose.2022.103060
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[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
[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
[Journal Article] An Autonomous Online Malicious Spam Mail Detection System Using Extended RBF Network2015
- Author(s)
  Ali Siti Hajar Aminah, Seiichi Ozawa, Tao Ban, Junji Nakazato, and Jumpei Shimamura
- Journal Title
  
  Proc.of Int. Joint Conf. on Neural Networks 2015
  
  Volume: 1
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24500173
[Journal Article] PaddyFrog: Systematically Detecting Confused Deputy Vulnerability in Android Applications2015
- Author(s)
  Jianliang Wu, Tingting Cui, Tao Ban, Shanqing Guo, Lizhen Cui
- Journal Title
  
  Security and Communication Networks
  
  Volume: 1179 Issue: 13 Pages: 2338-2349
- DOI
  10.1002/sec.1179
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700084
[Journal Article] An Online Malicious Spam Email Detection System Using Resource Allocating Network with Locality Sensitive Hashing2015
- Author(s)
  Ali Siti Hajar Aminah, Seiichi Ozawa, Tao Ban, Junji Nakazato, and Jumpei Shimamura
- Journal Title
  
  Journal of Intelligent Learning Systems and Application
  
  Volume: 7 (2) Issue: 02 Pages: 42-57
- DOI
  10.4236/jilsa.2015.72005
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-24500173, KAKENHI-PROJECT-24700084
[Journal Article] An Accurate Packer Identification Method Using Support Vector Machine2014
- Author(s)
  Ryoichi Isawa, Tao Ban, Shanqing Guo, Daisuke Inoue, Koji Nakao
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E97.A Issue: 1 Pages: 253-263
- DOI
  10.1587/transfun.E97.A.253
- NAID
  130003385351
- ISSN
  0916-8508, 1745-1337
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700084
[Journal Article] A Learner-Independent Knowledge Transfer Approach to Multi-task Learning2014
- Author(s)
  Shaoning Pang, Fan Liu, Youki Kadobayashi, Tao Ban, Daisuke Inoue
- Journal Title
  
  Cognitive Computation
  
  Volume: 6 Issue: 3 Pages: 304-320
- DOI
  10.1007/s12559-013-9238-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-24700084
[Journal Article] Detection of DDoS Backscatter Based on Traffic Features of Darknet TCP Packets2014
- Author(s)
  Nobuaki Furutani, Tao Ban, Junji Nakazato, Jumpei Shimamura, Jun Kitazono, Seiichi Ozawa
- Journal Title
  
  Proc. Ninth Asia Joint Conference on Information Security
  
  Volume: 1 Pages: 39-43
- DOI
  10.1109/asiajcis.2014.23
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24500173
[Journal Article] Detecting Malicious Spam Mails: An Online Machine Learning Approach2014
- Author(s)
  Yuli Dai, Shunsuke Tada, Tao Ban, Junji Nakazato, Jumpei Shimamura, Seiichi Ozawa
- Journal Title
  
  Neural Information Processing
  
  Volume: 8836 Pages: 365-372
- DOI
  10.1007/978-3-319-12643-2_45
- ISBN
  9783319126425, 9783319126432
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24500173
[Journal Article] The Effects of Different Representations on Static Structure Analysis of Computer Malware Signatures2013
- Author(s)
  Ajit Narayanan, Yi Chen, Shaoning Pang, Tao Ban
- Journal Title
  
  The Scientific World Journal
  
  Volume: 2013 Issue: 1 Pages: 1-8
- DOI
  10.1155/2013/671096
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700084
[Journal Article] A Packer Identification Method using Support Vector Machine with High Accuracy2013
- Author(s)
  Ryoichi ISAWA, Tao BAN, Shanqing GUO, Daisuke INOUE, and Koji NAKAO
- Journal Title
  
  IEICE Transactions on Fundamentals
  
  Volume: 未定
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] Color-coded Attribute Graph: Visual Exploration of Distinctive Traits of IoT-Malware Families2023
- Author(s)
  Jiaxing Zhou, Tao Ban, Tomohiro Morikawa, Takeshi Takahashi, Daisuke Inoue
- Organizer
  2023 IEEE Symposium on Computers and Communications (ISCC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[Presentation] Research on IoT Anti-malware Technology beyond CPU Architectures2022
- Author(s)
  Tao Ban
- Organizer
  Malware & Reverse Engineering Conference 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[Presentation] HTMLタグの構造に着目したグラフ畳み込みネットワークによる悪性サイト判定2021
- Author(s)
  山本貴巳, Kim Sangwook, 班涛, 高橋健志, 小澤誠一
- Organizer
  コンピュータセキュリティシンポジウム 2021
- 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-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
[Presentation] HTMLタグの構造に着目したグラフ畳み込みネットワークによる悪性サイト判定2021
- Author(s)
  山本貴巳, Kim Sangwook, 班涛, 高橋健志, 小澤誠一
- Organizer
  コンピュータセキュリティシンポジウム 2021
- Data Source
  KAKENHI-PROJECT-21KK0178
[Presentation] ダークネットパケットに対するDDoS攻撃によるバックスキャッター判定に関する研究2014
- Author(s)
  古谷暢章，班涛，中里純二，島村隼平，小澤誠一
- Organizer
  第58回システム制御情報学会研究発表講演会
- Place of Presentation
  京都テルサ
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] スパムメールに対するオンライン悪性度判定システムの開発2014
- Author(s)
  多田隼介、中里純二、班涛、小澤誠一
- Organizer
  暗号と情報セキュリティシンポジウム(SCIS2014)
- Place of Presentation
  鹿児島県鹿児島市城山観光ホテル
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] スパムメールに対するオンライン悪性度判定システムの開発2014
- Author(s)
  多田隼輔，中里純二，班涛，小澤誠一
- Organizer
  2014年暗号と情報セキュリティーシンポジウム
- Place of Presentation
  城山観光ホテル
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] ダークネットトラフィックデータ解析によるサブネットの分類に関する研究2014
- Author(s)
  西風宗典，小澤誠一，班涛，中里純二，島村隼平
- Organizer
  第58回システム制御情報学会研究発表講演会
- Place of Presentation
  京都テルサ
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] メール転送経路に着目したスパムメール分析2014
- Author(s)
  中里純二、班涛、島村隼平、衛藤将史、井上大介、中尾康二
- Organizer
  情報通信セキュリティ研究会(ICSS)
- Place of Presentation
  沖縄県名護市名桜大学
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] ダークネットトラフィックデータの解析によるサブネットの脆弱性判定に関する研究2013
- Author(s)
  西風宗典，班涛，小澤誠一
- Organizer
  コンピュータセキュリティシンポジウム 2013
- Place of Presentation
  かがわ国際会議場
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] Application of String Kernel based Support Vector Machine for Malware Packer Identification2013
- Author(s)
  Tao BAN, Ryoichi ISAWA, Shanqing GUO, Daisuke INOUE, and Koji NAKAO
- Organizer
  International Joint Conference on Neural Networks
- Place of Presentation
  Fairmont Hotel, Dallas, Texas, U.S.
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] ダブルバウンス・スパムメールの悪性度判定とオンライン学習への拡張2013
- Author(s)
  多田隼輔，班涛，中里純二，小澤誠一
- Organizer
  第6回NICTERプロジェクトワークショップ
- Place of Presentation
  ABC貸会議室
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] Application of String Kernel based Support Vector Machine for Malware Packer Identification2013
- Author(s)
  Tao Ban, Ryoichi Isawa, Shanqing Guo, Daisuke Inoue, Koji Nakao
- Organizer
  International Joint Conference on Neural Networks 2013
- Place of Presentation
  Faremont Hotel, Dallas, Texas, U.S.
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] Efficient Malware Packer Identification Using Support Vector Machines with Spectrum Kernel2013
- Author(s)
  Tao Ban, Ryoichi Isawa, Shanqing Guo, Daisuke Inoue, Koji Nakao
- Organizer
  The 8th Asia Joint Conference on Information Security
- Place of Presentation
  Korean Federation of Science and Technology Societies, Seoul, Korea
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] An Autonomous Online Malicious Spam Mail Detection System Using Extended RBF Network
- Author(s)
  Aminah Ali Siti Hajar, Seiichi Ozawa, Junji Nakazato, Tao Ban, Jumpei Shimamura
- Organizer
  The International Joint Conference on Neural Networks, 2015
- Place of Presentation
  Kilarney, Ireland
- Year and Date
  2015-07-12 – 2015-07-17
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] ダークネットトラフィック観測によるDDoSバックスキャッタ判定
- Author(s)
  古谷暢章, 班涛, 中里純二, 島村隼平, 北園淳, 小澤誠一
- 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
- Place of Presentation
  東北学院大学多賀城キャンパス
- Year and Date
  2014-11-27 – 2014-11-28
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] ダークネットトラフィックに基づいたDDoSバックスキャッタ判定
- Author(s)
  古谷暢章, 班涛, 中里純二, 島村隼平, 北園淳, 小澤誠一
- Organizer
  59回システム制御情報学会研究発表講演会
- Place of Presentation
  中央電気倶楽部
- Year and Date
  2015-05-20 – 2015-05-22
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] A Study on Association Rule Mining of Darknet Big Data
- Author(s)
  Tao Ban, Masashi Eto, Shanqing Guo, Daisuke Inoue, Koji Nakao, Runhe Huang
- Organizer
  The International Joint Conference on Neural Networks, 2015
- Place of Presentation
  Kilarney, Ireland
- Year and Date
  2015-07-12 – 2015-07-17
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] ダークネットパケットに対するDDoS攻撃によるバックスキャッター判定に関する研究
- Author(s)
  古谷暢章, 班涛, 中里純二, 島村隼平, 小澤誠一
- Organizer
  58回システム制御情報学会研究発表講演会
- Place of Presentation
  京都テルサ
- Year and Date
  2014-05-21 – 2014-05-23
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] ダークネットトラフィックデータ解析によるサブネットの分類に関する研究
- Author(s)
  西風宗典, 班涛, 島村隼平, 中里純二, 小澤誠一
- Organizer
  58回システム制御情報学会研究発表講演会
- Place of Presentation
  京都テルサ
- Year and Date
  2014-05-21 – 2014-05-23
- Data Source
  KAKENHI-PROJECT-24500173
[Presentation] A Federated Network Online Network Traffics Analysis Engine for Cybersecurity
- Author(s)
  Shaoning Pang, Yiming Peng, Tao Ban, Daisuke Inou, Abdolhossein Sarrafzadeh
- Organizer
  The International Joint Conference on Neural Networks, 2015
- Place of Presentation
  Kilarney, Ireland
- Year and Date
  2015-07-12 – 2015-07-17
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] Smart Task Orderings for Active Online Multitask Learning
- Author(s)
  Shaoning Pang, Jianbei An, Jane Zhao, Xiaosong Li, Tap Ban, Daisuke Inoue, Adolhossein Sarrafzadeh
- Organizer
  SIAM International Conference on Data Mining 2014 (SDM 2014 Workshop on Heterogeneous Learning)
- Place of Presentation
  Philadelphia, Pennsylvania, USA
- Year and Date
  2014-04-24 – 2014-04-26
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] Detecting Malicious Spam Mails: An Online MachineLearning Approach
- Author(s)
  Yuli Dai, Shunsuke Tada, Tao Ban, Junji Nakazato, Jumpei Shimamura, Seiichi Ozawa
- Organizer
  The 21st International Conference on Neural Information Processing
- Place of Presentation
  Kuching Sarawak, Malaysia
- Year and Date
  2014-11-03 – 2014-11-06
- Data Source
  KAKENHI-PROJECT-24700084
[Presentation] Association Rule Mining for Big Darknet Traffic Data
- Author(s)
  Tao Ban, Masashi Eto, Daisuke Inoue, Koji Nakao, Shaoning Pang
- Organizer
  13th International Conference on Neuro-Computing and Evolving Intelligence 2015
- Place of Presentation
  Auckland, New Zealand
- Year and Date
  2015-02-19 – 2015-02-20
- Data Source
  KAKENHI-PROJECT-24700084

1. OZAWA Seiichi (70214129)

# of Collaborated Projects: 3 results

# of Collaborated Products: 19 results
2. 吉岡克成 (60415841)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. 金相旭 (00826878)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
4. ANDO Ruo (30446596)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. KITAZONO Jun (00733677)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
6. NAKAZATO Junji (60435782)

# of Collaborated Projects: 1 results

# of Collaborated Products: 12 results
7. 白石善明 (70351567)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. SHIMAMURA Jumpei

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results

Ban Tao 班 涛

BAN Tao 班 涛

Research Projects

Research Products

Co-Researchers

Research on IoT Anti-malware Technology beyond CPU ArchitecturesPrincipal Investigator

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

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

Development of Malware Detection/Classification System Introducing Incremental Learning and Active Learning

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

An intellectual anti-malware scheme using advanced sequence analysis techniquesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] IoT malware classification based on reinterpreted function-call graphs2023

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

[Journal Article] An Autonomous Online Malicious Spam Mail Detection System Using Extended RBF Network2015

Author(s)

Journal Title

Data Source

[Journal Article] PaddyFrog: Systematically Detecting Confused Deputy Vulnerability in Android Applications2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] An Online Malicious Spam Email Detection System Using Resource Allocating Network with Locality Sensitive Hashing2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] An Accurate Packer Identification Method Using Support Vector Machine2014

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] A Learner-Independent Knowledge Transfer Approach to Multi-task Learning2014

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Detection of DDoS Backscatter Based on Traffic Features of Darknet TCP Packets2014

Author(s)

Ban Tao 班涛

BAN Tao 班涛

[Presentation] ダークネットトラフィックデータの解析によるサブネットの脆弱性判定に関する研究2013