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Compressible Percheptual Image Encryption for Privacy-Preseving and Its Robusness against Attacks

Research Project

Project/Area Number 17H03267
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Communication/Network engineering
Research InstitutionTokyo Metropolitan University

Principal Investigator

KIYA HITOSHI  首都大学東京, システムデザイン研究科, 教授 (40157110)

Co-Investigator(Kenkyū-buntansha) 渡邊 修  拓殖大学, 工学部, 准教授 (30384697)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2019: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2018: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Fiscal Year 2017: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Keywords画像暗号化 / 圧縮可能暗号化 / JPEG / 情報セキュリティ / SNS / クラウド / 信号処理 / 画像圧縮 / 暗号化
Outline of Final Research Achievements

With the wide/rapid spread of distributed systems for information processing, such as cloud computing and social networking, not only transmission but also processing is done on the internet. However, cloud environments have some serious issues for end users, such as unauthorized access, data leaks, and privacy compromise, due to unreliability of providers and some accidents. Accordingly, we studied compressible image encryption schemes, referred to as encryption-then-compression (EtC), although the traditional way for secure image transmission is to use a compression-then encryption (CtE) system. EtC systems allow us to close unencrypted images to network providers, because encrypted images can be directly compressed even when the images are multiply recompressed by providers. In addition, Images encrypted by using the proposed scheme were shown to have strong robustness against various attacks including jigsaw puzzles solvers.

Academic Significance and Societal Importance of the Research Achievements

本研究により得られた結果及びその独創性は次の通りである. (a)国際標準の画像圧縮方式に適用可能な暗号化法を世界で初めて提案した. (b)ジグソーパズル解法を世界で初めて攻撃として捉え,暗号化の安全性を評価した.
また本研究の意義は次の通りである.(a)圧縮の前に暗号化処理が実行でき,プロバイダーの信頼性が低い場合にも,画像の持つプライバシーの保護や不正利用の防止が可能となる.(b)国際標準の圧縮方式が適用可能であり,広く技術が社会に普及することを期待できる. (c)暗号化処理,情報圧縮分野の融合に相当し,これらの分野の研究に新しい視点を与え,さらに学術的に新しい分野を拓くことが期待できる

Report

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

    (27 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (1 results) Journal Article (11 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 11 results,  Open Access: 8 results) Presentation (14 results) (of which Int'l Joint Research: 13 results) Remarks (1 results)

  • [Int'l Joint Research] Monash University Malaysia(Malaysia)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Image Identification of Encrypted JPEG Images for Privacy-Preserving Photo Sharing Services2020

    • Author(s)
      Kenta IIDA and Hitoshi KIYA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E103.D Issue: 1 Pages: 25-32

    • DOI

      10.1587/transinf.2019MUP0006

    • NAID

      130007779047

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2020-01-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Privacy-Preserving Support Vector Machine Computing Using Random Unitary Transformation2019

    • Author(s)
      Takahiro Maekawa, Ayana KAWAMURA, Takayuki NAKACHI, and Hitoshi KIYA,
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E102.A Issue: 12 Pages: 1849-1855

    • DOI

      10.1587/transfun.E102.A.1849

    • NAID

      130007754122

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2019-12-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pixel-Based Image Encryption Without Key Management for Privacy-Preserving Deep Neural Networks2019

    • Author(s)
      Warit Sirichotedumrong, Yuma Kinoshita and Hitoshi Kiya
    • Journal Title

      IEEE Access

      Volume: 7 Pages: 177844-177855

    • DOI

      10.1109/access.2019.2959017

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Adversarial Robustness by One Bit Double Quantization for Visual Classification2019

    • Author(s)
      April Pyone MAUNG MAUNG, Yuma KINOSHITA, and Hitoshi KIYA
    • Journal Title

      IEEE Access

      Volume: 7 Pages: 177932-177943

    • DOI

      10.1109/access.2019.2958358

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Image Manipulation Specifications on Social Networking Services for Encryption-then-Compression Systems2019

    • Author(s)
      Tatsuya CHUMAN, Kenta IIDA, Warit SIRICHOTEDUMRONG, and Hitoshi KIYA
    • Journal Title

      IEICE Trans. Inf. & Sys.,

      Volume: E102-D, no.1 Pages: 11-18

    • NAID

      130007542011

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Grayscale-based Block Scrambling Image Encryption using YCbCr Color Space for Encryption-then-Compression Systems2019

    • Author(s)
      Warit SIRICHOTEDUMRONG and Hitoshi KIYA
    • Journal Title

      APSIPA Trans. Signal and Information Processing

      Volume: 8, no.E7 Issue: 1 Pages: 1-15

    • DOI

      10.1017/atsip.2018.33

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Encryption-then-Compression Systems using Grayscale-based Image Encryption for JPEG Images2019

    • Author(s)
      Tatsuya CHUMAN, Warit SIRICHOTEDUMRONG, and Hitoshi KIYA
    • Journal Title

      IEEE Trans. on Information Forensics and Security

      Volume: 14, no.6 Pages: 1515-1525

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Security Evaluation for Block Scrambling-Based Image Encryption Including JPEG Distortion against Jigsaw Puzzle Solver Attacks2018

    • Author(s)
      Tatsuya CHUMAN and Hitoshi KIYA
    • Journal Title

      IEICE Trans. Fundamentals,

      Volume: E101-A, no.12 Pages: 2405-2408

    • NAID

      130007539018

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Block-Permutation-Based Encryption Scheme with Independent Processing of RGB Components2018

    • Author(s)
      Shoko IMAIZUMI and Hitoshi KIYA,
    • Journal Title

      IEICE Trans. Inf. & Sys.,

      Volume: E101-D, no.12 Pages: 3150-3157

    • NAID

      130007539309

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Integrated Model of Image Protection Techniques2018

    • Author(s)
      Anu Aryal, Shoko Imaizumi, Takahiko Horiuchi and Hitoshi Kiya 3
    • Journal Title

      Jounal of Imaging

      Volume: vol.4, no.1 Issue: 1 Pages: 1-12

    • DOI

      10.3390/jimaging4010001

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] On the Security of Block Scrambling-Based EtC Systems against Extended Jigsaw Puzzle Solver Attacks2018

    • Author(s)
      Tatsuya CHUMAN, Kenta KURIHARA, and Hitoshi KIYA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E101.D Issue: 1 Pages: 37-44

    • DOI

      10.1587/transinf.2017MUP0001

    • NAID

      130006301184

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] On the Security of Pixel-Based Image Encryption for Privacy-Preserving Deep Neural Networks2019

    • Author(s)
      Warit SIRICHOTEDUMRONG, Yuma KINOSHITA, and Hitoshi KIYA
    • Organizer
      IEEE Global Conference on Consumer Electronics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Privacy-Preserving Deep Neural Networks with Pixel-Based Image Encryption Considering Data Augmentation in the Encrypted Domain2019

    • Author(s)
      Warit SIRICHOTEDUMRONG, Takahiro Maekawa, Yuma KINOSHITA, and Hitoshi KIYA
    • Organizer
      IEEE International Conference on Image Processing
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Privacy-Preserving Deep Neural Networks Using Pixel-Based Image Encryption Without Common Security Keys2019

    • Author(s)
      Warit SIRICHOTEDUMRONG, Yuma KINOSHITA, and Hitoshi KIYA
    • Organizer
      APSIPA Annual Summit and Conference
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Irreversible Privacy-Preserving Images Holding Spatial Information for HOG Feature Extraction2019

    • Author(s)
      Masaki KITAYAMA and Hitoshi KIYA
    • Organizer
      IEEE International Symposium on Intelligent Signal Processing and Communication Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] AN IMAGE IDENTIFICATION SCHEME OF ENCRYPTED JPEG IMAGES FOR PRIVACY-PRESERVING PHOTO SHARING SERVICES2019

    • Author(s)
      Kenta IIDA and Hitoshi KIYA
    • Organizer
      IEEE International Conference on Image Processing
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Image Identification of Grayscale-Based JPEG Images for Privacy-Preserving Photo Sharing Services2019

    • Author(s)
      Kenta IIDA and Hitoshi KIYA
    • Organizer
      APSIPA Annual Summit and Conference
    • Related Report
      2019 Annual Research Report
  • [Presentation] Compression Performance of Grayscale-based Image Encryption for Encryption-then-Compression Systems2018

    • Author(s)
      Warit SIRICHOTEDUMRONG, Tatsuya CHUMAN, and Hitoshi KIYA
    • Organizer
      International Technical Conference on Circuits/Systems, Computers and Communications
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Grayscale-based Block Scrambling Image Encryption for Social Networking Services2018

    • Author(s)
      Warit SIRICHOTEDUMRONG, Tatsuya CHUMAN, Shoko IMAIZUMI, and Hitoshi KIYA
    • Organizer
      IEEE International Conference on Multimedia and Expo
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Grayscale-Based Image Encryption Considering Color Sub-sampling Operation for Encryption-then-Compression Systems2018

    • Author(s)
      Warit SIRICHOTEDUMRONG, Tatsuya CHUMAN, and Hitoshi KIYA
    • Organizer
      IEEE Global Conference on Consumer Electronics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Block-Permutation-Based Image Encryption Allowing Hierarchical Decryption2018

    • Author(s)
      Yusuke Izawa, Shoko IMAIZUMI, and Hitoshi KIYA,
    • Organizer
      APSIPA Annual Summit and Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Privacy-Preserving SVM Computing in the Encrypted Domain2018

    • Author(s)
      Takahiro Maekawa, Ayana KAWAMURA, Yuma KINOSHITA, and Hitoshi KIYA
    • Organizer
      APSIPA Annual Summit and Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Security Evaluation for Block Scrambling-based ETC Systems against Extended Jigsaw Puzzle Solver Attacks2017

    • Author(s)
      Tatsuya CHUMAN, Kenta KURIHARA, and Hitoshi KIYA
    • Organizer
      IEEE International Conference on Multimedia and Expo
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] On the Security of Block Scrambling-Based ImageEncryption Including JPEG Distorsion against Jigsaw Puzzle Solver Attacks2017

    • Author(s)
      Tatsuya CHUMAN and Hitoshi KIYA
    • Organizer
      International Workshop on Signal Design and its Applications in Communications
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Image Manipulation on Social Media for Encryption-then-Compression Systems2017

    • Author(s)
      Tatsuya CHUMAN, Kenta IIDA, and Hitoshi KIYA
    • Organizer
      APSIPA Annual Summit and Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Remarks] Kiya and Siota Research Lab.

    • URL

      http://www-isys.sd.tmu.ac.jp/Papers-en

    • Related Report
      2017 Annual Research Report

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

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