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Research on Secure Web Interface and Efficient Data Distribution on IoT

Research Project

Project/Area Number 17K06440
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionKeio University

Principal Investigator

Sasase Iwao  慶應義塾大学, 理工学部(矢上), 教授 (00187139)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2017: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
KeywordsInternet of Things / データ配信 / セキュリティ / Webインターフェース / 偽造サイト / 不正アカウント / コード配布 / 悪性Androidアプリ検知 / フィッシングサイト検知 / コード配布方式 / 経路構築法 / 色相情報 / 悪性アプリ検知 / 車車間通信 / センサ / 図書館利用状況 / アップデートコード配信 / webインタフェース / 情報通信工学 / 高信頼性ネットワーク
Outline of Final Research Achievements

In order to achieve high security and privacy on Web interface, we proposed Android malware detection scheme based on level of SSL server certificatehue signature auto update system for visual similarity-based phishing detection with tolerance to zero-Day attack, traffic feature-based botnet detection scheme emphasizing the importance of long patterns, and effective feature selection scheme for Android ICC-based malware detection using the gap of the appearance ratio.
We also proposed RPL-based tree construction scheme for target specific code dissemination in wireless sensors networks as an effective data distribution scheme.

Academic Significance and Societal Importance of the Research Achievements

偽造サイトや SNS 上の不正アカウントを用いたWebインタフェースセキュリティ方式や, 効率的なデータ配信方式を提案し, その研究成果は,複数のユーザが各々の目的に応じたアプリケーションを,Webインタフェース経由でIoT 機器へアクセスする際の, Webインタフェースのセキュリティの確保, および, IoT 機器への効率的な配信において有効であり,社会的意義は高い.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (55 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (4 results) Journal Article (12 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 11 results,  Open Access: 1 results) Presentation (35 results) (of which Int'l Joint Research: 18 results,  Invited: 2 results) Remarks (4 results)

  • [Int'l Joint Research] アテネ大学(ギリシャ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] アテネ大学(ギリシャ)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] Chindwin Technilogical University(ミャンマー)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] アテネ大学(ギリシャ)

    • Related Report
      2017 Research-status Report
  • [Journal Article] RPL-Based Tree Construction Scheme for Target-Specific Code Dissemination in Wireless Sensors Networks2020

    • Author(s)
      Hiromu Asahina, Kentaroh Toyoda, P. Takis Mathiopoulos, Iwao Sasase and Hisao Yamamoto
    • Journal Title

      IEICE Transactions on Communications

      Volume: E103.B Issue: 3 Pages: 190-199

    • DOI

      10.1587/transcom.2019EBP3066

    • NAID

      130007804198

    • ISSN
      0916-8516, 1745-1345
    • Year and Date
      2020-03-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Hue Signature Auto Update System for Visual Similarity-Based Phishing Detection with Tolerance to Zero-Day Attack2019

    • Author(s)
      Shuichiro Haruta, Hiromu Asahina, Fumitaka Yanazaki and Iwao Sasase
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E102.D Issue: 12 Pages: 2461-2471

    • DOI

      10.1587/transinf.2019EDP7079

    • NAID

      130007754469

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2019-12-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Effective Feature Selection Scheme for Android ICC-Based Malware Detection Using the Gap of the Appearance Ratio2019

    • Author(s)
      Kyohei Osuge, Hiroya Kato, Shuichiro Haruta and Iwao Sasase
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E102.D Issue: 6 Pages: 1136-1144

    • DOI

      10.1587/transinf.2018EDP7301

    • NAID

      130007657494

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2019-06-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Low-Complexity Joint Antenna and User Selection Scheme for the Downlink Multiuser Massive MIMO System with Complexity Reduction Factors2019

    • Author(s)
      Aye Mon Htun, Maung Sann Maw and Iwao Sasase
    • Journal Title

      IEICE Transactions on Communications

      Volume: E102.B Issue: 3 Pages: 592-602

    • DOI

      10.1587/transcom.2018EBP3122

    • NAID

      130007607312

    • ISSN
      0916-8516, 1745-1345
    • Year and Date
      2019-03-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Android malware detection scheme based on level of SSL server certificate2019

    • Author(s)
      Hiroya Kato, Shuichiro Haruta and Iwao Sasase
    • Journal Title

      IEICE Trans. on Information and Systems

      Volume: E103-D. No.2 Pages: 379-389

    • NAID

      130007793598

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Traffic feature-based botnet detection scheme emphasizing the importance of long patterns2019

    • Author(s)
      Yichen An, Shuichiro Haruta, Sanghun Choi and Iwao Sasase
    • Journal Title

      IEICE Communications Express (ComEX)

      Volume: Vo.9, No.1 Pages: 7-12

    • NAID

      130007779462

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Traceroute-based target link flooding attack detection scheme by analyzing hop count to the destination2019

    • Author(s)
      Hiromu Asahina, Kei Sakuma, Shuichiro Haruta, Hiroya Kato and Iwao Sasase
    • Journal Title

      IEICE Communications Express (ComEX)

      Volume: Vol.8, No.7 Pages: 251-258

    • NAID

      130007672971

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A false density information attack detection scheme using overlap of communication range in VANET2019

    • Author(s)
      Masashi Yoshida, Hiromu Asahina, Shuichiro Haruta, and Iwao Sasase
    • Journal Title

      IEICE Communications Express (ComEX)

      Volume: Vol.8, No.5 Pages: 135-140

    • NAID

      130007641558

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大学図書館におけるIoTデバイスを活用した利用状況把握の取り組み2019

    • Author(s)
      豊田健太郎, 五十嵐由美子, 今井星香, 笹瀬巌
    • Journal Title

      情報の科学と技術

      Volume: 69巻3号 Pages: 117-120

    • NAID

      130007606887

    • Related Report
      2018 Research-status Report
  • [Journal Article] An effective feature selection scheme for Android ICC-based malware detection using the gap of the appearance ratio2019

    • Author(s)
      Kyohei Osuge, Hiroya Kato, Shuichiro Haruta and Iwao Sasase
    • Journal Title

      IEICE Trans. on Communications

      Volume: ―

    • NAID

      130007657494

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] A false density information attack detection scheme using overlap of communication range in VANET2019

    • Author(s)
      Masashi Yoshida, Hiromu Asahina, Shuichiro Haruta and Iwao Sasase,
    • Journal Title

      IEICE Communications Express

      Volume: ―

    • NAID

      130007641558

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Novel Blockchain-Based Product Ownership Management System (POMS) for Anti-Counterfeits in The Post Supply Chain2017

    • Author(s)
      Kentaroh Toyoda, P. Takis Mathiopoulos, Iwao Sasase and Tomoaki Ohtsuki
    • Journal Title

      IEEE Access

      Volume: - Pages: 17465-17477

    • DOI

      10.1109/access.2017.2720760

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Android malware detection scheme based on level of SSL server certificate2019

    • Author(s)
      Hiroya Kato, Shuichiro Haruta and Iwao Sasase
    • Organizer
      IEEE Global Communications Conference 2019 (Globecom2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A novel visual similarity-based phishing detection scheme using hue information with auto updating database2019

    • Author(s)
      Shuichiro Haruta, Fumitaka Yamazaki, Hiromu Asahina and Iwao Sasase
    • Organizer
      The 2019 25th Asia-Pacific Conference on Communications (APCC 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Trust-based verify- cation attack prevention scheme using tendency of contents request on NDN2019

    • Author(s)
      Hironori Nakano, Hiroya Kato, Shuichiro Haruta, Masashi Yoshida and Iwao Sasase
    • Organizer
      The 2019 25th Asia-Pacific Conference on Communications (APCC 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Traffic feature-based botnet detection scheme emphasizing the importance of long patterns2019

    • Author(s)
      Yichen An, Shuichiro Haruta, Sanghun Choi and Iwao Sasase
    • Organizer
      2019 IEICE Information and Communication Technology Forum (ICTF 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Traffic feature-based botnet detection scheme emphasizing the importance of long patterns2019

    • Author(s)
      Yichen An, Shuichiro Haruta, Sanghun Choi and Iwao Sasase
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 図書館内におけるBLEビーコンを用いた動線分析のための座標近似手法2019

    • Author(s)
      後藤隆星, 朝比奈啓, 豊田健太郎, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] SSLサーバ証明書の認証レベルに着目した悪性Androidアプリ検知手法2019

    • Author(s)
      加藤広野, 春田秀一郎, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 色相を利用して自動的に検知範囲を拡大可能なフィッシンクグサイト検知法2019

    • Author(s)
      春田秀一郎, 山崎史貴, 朝比奈啓, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] NDNにおいてユーザのコンテンツ取得傾向に基づく信頼値により攻撃者の行動を制限する方式2019

    • Author(s)
      中野紘典, 加藤広野, 春田秀一郎, 吉田匡志, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] RFID-Based Deep Shopping Data Acquisition Scheme with Multiple Feature Extraction2018

    • Author(s)
      Shinichiro Aita, Hiromu Asahina, Kentaroh Toyoda and Iwao Sasase
    • Organizer
      IEICE Information and Communication technology Forum 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Feature Selection Scheme for Android ICC-related Features Based on the Gap of the Appearance Ratio2018

    • Author(s)
      Kyohei Osuge, Hiroya Kato and Iwao Sasase
    • Organizer
      IEICE Information and Communication technology Forum 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Resource Allocation for Hyper-MIMO System with Block Diagonalization Precoding Technique2018

    • Author(s)
      Aye Mon Thun, Maung Sann Maw and Iwao Sasase
    • Organizer
      IEICE Information and Communication technology Forum 2018,
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] A False Information Attack Detection Scheme using Density of Vehicles and Overlap of Communication Range in VANET2018

    • Author(s)
      Masashi Yoshida, Hiromu Asahina, Shuichiro Haruta and Iwao Sasase
    • Organizer
      IEICE Information and Communication technology Forum 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Efficient Code Dissemination Tree Construction Algorithm using Data Collection Tree in WSNs2018

    • Author(s)
      Hiromu Asahina, Kentaroh Toyoda, Iwao Sasase, P. Takis Mathiopoulos and Hisao Yamamoto
    • Organizer
      Workshop on Smart City based on Ambient Intelligence
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Energy Efficient Target Specific Code Dissemination Scheme with Forwarder Selection Algorithm2018

    • Author(s)
      Hiromu Asahina, Kentaroh Toyoda, Iwao Sasase, P. Takis Mathiopoulos and Hisao Yamamoto
    • Organizer
      The 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Encounter Record Reduction Scheme based on Theoretical Contact Probability for Flooding Attack Mitigation in DTN2018

    • Author(s)
      Keisuke Arai, Shuichiro Haruta, Hiromu Asahina and Iwao Sasase
    • Organizer
      The 2018 24th Asia-Pacific Conference on Communications
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Energy Efficient Target Specific Code Dissemination Scheme with RPL-based Forwarder Selection Algorithm,2018

    • Author(s)
      Hiromu Asahina, Kentaroh Toyoda, Iwao Sasase, P.Takis Mathiopoulos and Hisao Yamamoto
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] Encounter Record Reduction Scheme based on Theoretical Contact Probability for Flooding Attack Mitigation in DTN2018

    • Author(s)
      Keisuke Arai, Shuichiro Haruta, Hiromu Asahina and Iwao Sasase
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] Feature Selection Scheme for Android ICC-related Features Based on the Gap of the Appearance Ratio2018

    • Author(s)
      Kyohei Osuge, Hiroya Kato, Shuichiro Haruta and Iwao Sasase
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] False Density Information Attack Detection Scheme Using Overlap of Communication Range in VANET2018

    • Author(s)
      Masashi Yoshida, Hiromu Asahina, Shuichiro Haruta and Iwao Sasase
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 図書・雑誌検索実験から得られた大学図書館ユーザ行動調査2018

    • Author(s)
      豊田健太郎, 五十嵐由美子, 今井星香, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] Wi-Fiフレームデータを用いた大学図書館における滞在時間の推定手法2018

    • Author(s)
      朝比奈啓, 豊田健太郎, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] Efficient P2P Storage Scheme with Privacy Protection2018

    • Author(s)
      Sanghun Choi, Hiromu Asahina and Iwao Sasase
    • Organizer
      The 15th Annual IEEE Consumer Communications and Networking Conference
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] An efficient tree-based code dissemination and search protocol for small subset of sensors2017

    • Author(s)
      Hiromu Asahina, Iwao Sasase and Hisao Yamamoto
    • Organizer
      IEEE International Conference on Communications, Workshop 06 -Convergent Internet of Things on the Synergy of IoT Systems
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Cost effective dummy generation scheme in non-trusted LBS2017

    • Author(s)
      Sanghun Choi, Shuichiro Haruta, Hiromu Asahina, and Iwao Sasase
    • Organizer
      IECE Information and Communication Technology Forum 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Malicious PDF detection scheme using the useful feature based on non-frequent keywords in a file2017

    • Author(s)
      Hiroya Kato, Shuichiro Haruta and Iwao Sasase
    • Organizer
      IECE Information and Communication Technology Forum 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Visual similarity-based phishing detection scheme using image and CSS with target website finder2017

    • Author(s)
      Shuichiro Haruta, Hiromu Asahina and Iwao Sasase,
    • Organizer
      2017 IEEE Global Telecommunications Conference, Communication and Information System Security
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Traceroute-based target link flooding attack detection scheme by analyzing hop Count to the destination,2017

    • Author(s)
      Kei Sakuma, Shuichiro Haruta, Hiromu Asahina and Iwao Sasase
    • Organizer
      The 23rd Asia-Pacific Conference on Communications
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Obfuscated malicious JavaScript detection scheme using the feature based on divided URL2017

    • Author(s)
      Shoya Morishige, Shuichiro Haruta, Hiromu Asahina and Iwao Sasase
    • Organizer
      The 23rd Asia-Pacific Conference on Communications
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Non-Trusted LBSを用いた低コストなダミー生成方式2017

    • Author(s)
      崔相勳, 春田秀一郎, 朝比奈啓, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] URLを分割する難読化が施された悪性JavaScriptの検出法2017

    • Author(s)
      森重翔也, 春田秀一郎, 朝比奈啓, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] RFタグの読み取り回数と位相の変動量の分散を特徴量に用いた機械学習によるディープショッピングデータの取得方式の検討2017

    • Author(s)
      會田慎一郎, 朝比奈啓, 豊田健太郎, 笹瀬巌,
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] 無線センサネットワークにおけるScope SelectionとCode Acquisitionを可能にするRPLベースコード配布方式2017

    • Author(s)
      朝比奈啓, 笹瀬巌, 山本尚生, P. Takis Mathiopoulos,
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] 宛先までのホップ数解析によるTracerouteを用いたTarget Link Flooding Attack検知手法2017

    • Author(s)
      佐久間慧, 朝比奈啓, 春田秀一郎, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] P2Pクラウドストレージにおける転送コスト削減方式および匿名化によるプライバシ保護方式2017

    • Author(s)
      崔相勳, 朝比奈啓, 笹瀬巌
    • Organizer
      電子情報通信学会通信方式研究会
    • Related Report
      2017 Research-status Report
  • [Remarks] 慶應義塾大学笹瀬研究室

    • Related Report
      2019 Annual Research Report
  • [Remarks] http://www.sasase.ics.keio.ac.jp/

    • Related Report
      2019 Annual Research Report
  • [Remarks] 慶應義塾大学理工学部情報工学科笹瀬研究室

    • Related Report
      2018 Research-status Report
  • [Remarks] 慶應義塾大学理工学部情報工学科笹瀬研究室

    • Related Report
      2017 Research-status Report

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Published: 2017-04-28   Modified: 2021-02-19  

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