Ban Tao 班涛

… Alternative Names

BAN Tao 班涛

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Researcher Number	80462878
Other IDs	https://orcid.org/0000-0002-9616-3212
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, 総括研究員
Affiliation (based on the past Project Information) *help	2021 – 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, 主任研究員 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, 総括研究員 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 / graph embedding / machine learning / explainable AI / packer / static analysis … More / IoT malware analysis / Machine learning / IoT security / Explainable AI / Vulnerability detection / Malware analysis / IoT Security / AI / Cybersecurity / 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 / IoTセキュリティ / ドメイン知識 / 攻撃データ生成 / 生成モデル / AIセキュリティ / 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 / 悪性サイト検知 / DoS攻撃 / 攻撃エコシステム / 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 / 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

Cyberattack Data Generation Using Machine Learning and Domain Knowledge for Advancement of Attack Detection and Defense
- Principal Investigator
  
  小澤誠一
- Project Period (FY)
  2025 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60070:Information security-related
- Research Institution
  Kobe University
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
Research on IoT Anti-malware Technology beyond CPU ArchitecturesPrincipal Investigator
- Principal Investigator
  
  Ban Tao
- 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
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 2025 2024 2023 2022 2021 2015 2014 2013 Other

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] IoT malware classification based on reinterpreted function-call graphs2024
- Author(s)
  Wu Chia-Yi, Ban Tao, Cheng Shin-Ming, Takahashi Takeshi, and 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] Adversarial Evaluation of AI-Based Security Alert Screening Systems2024
- Author(s)
  Ndichu Samuel、Ban Tao、Takahashi Takeshi、Yamada Akira、Ozawa Seiichi、Inoue Daisuke
- Journal Title
  
  2024 IEEE Cyber Science and Technology Congress (CyberSciTech)
  
  Volume: 1 Pages: 115-124
- DOI
  10.1109/cyberscitech64112.2024.00028
- Peer Reviewed
- 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
[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] An Accurate and Robust Deep Learning-Based Stacked Generalization Method for Android Malware Detection2025
- Author(s)
  Ayumu Masudome, Tao Ban, Takeshi Takahashi, Tsung-Nan Lin, and Tomohiro Morikawa
- Organizer
  The 17th International Symposium on Pervasive Systems, Algorithms, and Networks
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[Presentation] Novel Malware Similarity Analysis: Regional Longest Common Substring Algorithm with Elastic Suffix Tree2025
- Author(s)
  Wei-Ren Zhuang, Tao Ban, Shin-Ming Cheng, Tomohiro Morikawa, and Takeshi Takahashi
- Organizer
  The 17th International Symposium on Pervasive Systems, Algorithms, and Networks
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[Presentation] Color-coded Attribute Graph: Visual Exploration of Distinctive Traits of IoT-Malware Families2024
- 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] Classifying IoT Malware with Limited Data: A Few-Shot Learning Framework2024
- Author(s)
  Man-Ying Chen, Tao Ban, Shin-Ming Cheng, and Takeshi Takahashi
- Organizer
  The 31st International Conference on Neural Information Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[Presentation] アクティブスキャンによるIoTデバイスフィンガープリントを利用したマルウェア感染端末数の推定2024
- Author(s)
  宮武和咲、遠藤由紀子、山田明、班涛、高橋健志、小澤誠一
- Organizer
  2024年暗号と情報セキュリティシンポジウム（SCIS2024)
- Data Source
  KAKENHI-PROJECT-23K21670
[Presentation] Uncovering Recurring Vulnerabilities through Taint-Extracted Operator Sequences2024
- Author(s)
  Chang-Ming Yang, Che-Jui Hsu, Tao Ban, Takeshi Takahashi, Hsu-Chun Hsiao
- Organizer
  2024 IEEE Conference on Communications and Network Security (CNS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[Presentation] Cloak-Bench：大規模言語モデルによるセキュリティ分析の定量的評価方式 - フィッシングキットのクローキング検出への応用2024
- Author(s)
  中野瑠人, 山田明, 班涛, 高橋健志, 小澤誠一
- Organizer
  2024年暗号と情報セキュリティシンポジウム（SCIS2024)
- Data Source
  KAKENHI-PROJECT-23K21670
[Presentation] Research on IoT Anti-malware Technology beyond CPU Architectures2024
- Author(s)
  Tao Ban
- Organizer
  Malware & Reverse Engineering Conference 2023
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[Presentation] Reinterpreting System Calls for Enhanced IoT Malware Analysis Using Function Call Graphs2024
- Author(s)
  Wei-Jen Liao, Tao Ban, Shin-Ming Cheng, and Takeshi Takahashi
- Organizer
  The 27th Annual International Conference on Information Security and Cryptology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12038
[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: 4 results

# of Collaborated Products: 24 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: 7 results
4. Rozi MuhammadFakhrur (20997382)

# of Collaborated Projects: 2 results

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

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 井上広明 (10833171)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. SHIMAMURA Jumpei

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results

Ban Tao 班 涛

BAN Tao 班 涛

Research Projects

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Co-Researchers

Cyberattack Data Generation Using Machine Learning and Domain Knowledge for Advancement of Attack Detection and Defense

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

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Research on IoT Anti-malware Technology beyond CPU ArchitecturesPrincipal Investigator

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

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

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

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

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[Journal Article] IoT malware classification based on reinterpreted function-call graphs2024

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[Journal Article] Adversarial Evaluation of AI-Based Security Alert Screening Systems2024

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

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

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

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

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

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Ban Tao 班涛

BAN Tao 班涛