An Image Authentication Scheme Using Merkle Tree Mechanisms
Open accessAbstract
Research on digital image processing has become quite popular and rapid in recent years, and scholars have proposed various image verification mechanisms. Similarly , blockchain technology has also become very popular in recent years. This paper proposes a new image verification mechanism based on the Merkle tree technique in the blockchain. The Merkle tree root in the blockchain mechanism provides a reliable environment for storage of image features. In image verification, the verification of each image can be performed by the Merkle tree mechanism to obtain the hash value of the Merkle tree node on the path. In addition, the method combines the Inter-Planetary File System (IPFS) to improve the availability of images. The main purpose of this paper is to achieve the goal of image integrity verification. The proposed method can not only verify the integrity of the image but also restore the tampered area in the case of image tampering. Since the proposed method employs the blockchain mechanism, the image verification mechanism does not need third party resources . The verification method is performed by each node in the blockchain network. The experimental results demonstrate that the proposed method successfully achieved the goal of image authentication and tampered area restoration.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
When detecting the originality of an image, traversing the data of each block in the original Merkle tree of the blockchain and retrieving the approximate image through image multidimensional data is inefficient and does not support multidimensional data querying.
“When detecting the originality of an image, the system traverses the data of each block in the original Merkle tree of the blockchain and retrieves the approximate image through the image multidimensional data to determine its originality, which is an inefficient way of querying and does not support the multidimensional data querying [10].”
From Digital Image Copyright Protection and Management Approach—Based on Artificial Intelligence and Blockchain Technology (2025) · cites this paper as [10]
Cites
Bitcoin: A Peer-to-Peer Electronic Cash SystemPreprint
Squarepants, S. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.3977007 · Cited by 11,146 · see citing works
Blockchain challenges and opportunities: a survey
Zheng, Z., Xie, S., Dai, H. N., Chen, X., & Wang, H. (2018) · International Journal of Web and Grid Services · doi:10.1504/ijwgs.2018.095647 · Cited by 3,651 · see citing works
(2015) · Cited by 3,471 · see citing works
Universal classes of hash functions
Carter, J. L., & Wegman, M. N. (1979) · Journal of Computer and System Sciences · doi:10.1016/0022-0000(79)90044-8 · Cited by 2,554 · see citing works
Blockchain challenges and opportunities: a survey
Wang, H., Zheng, Z., Xie, S., Dai, H., & Chen, X. (2018) · International Journal of Web and Grid Services · doi:10.1504/ijwgs.2018.10016848 · Cited by 1,582 · see citing works
Protocols for Public Key Cryptosystems
Merkle, R. C. (1980) · 1980 IEEE Symposium on Security and Privacy · doi:10.1109/sp.1980.10006 · Cited by 1,418 · see citing works
A Survey of Blockchain Security Issues and Challenges
Lin, I., & Liao, T.-C. (2017) · International journal of network security · doi:10.6633/ijns.201709.19(5).01 · Cited by 1,012 · see citing works
Hughes, L., Dwivedi, Y. K., Misra, S. K., Rana, N. P., Raghavan, V., & Akella, V. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.02.005 · Cited by 854 · see citing works
Secrecy, authentication, and public key systems
Merkle, R. C. (1979) · Cited by 501 · see citing works
Watermarking applications and their properties
Cox, I. J., Miller, M. L., & Bloom, J. A. (2002) · International Conference on Information Technology: Coding and Computing (ITCC) · doi:10.1109/itcc.2000.844175 · Cited by 239 · see citing works
Methods for image authentication: a survey
Haouzia, A., & Noumeir, R. (2007) · Multimedia Tools and Applications · doi:10.1007/s11042-007-0154-3 · Cited by 193 · see citing works
A recent survey on image watermarking techniques and its application in e-governance
Kumar, C., Singh, A. K., & Kumar, P. (2017) · Multimedia Tools and Applications · doi:10.1007/s11042-017-5222-8 · Cited by 156 · see citing works
The multimedia blockchain: A distributed and tamper-proof media transaction framework
Bhowmik, D., & Feng, T. (2017) · doi:10.1109/icdsp.2017.8096051 · Cited by 140 · see citing works
Conceptualizing Blockchains: Characteristics & ApplicationsPreprint
Sultan, K., Ruhi, U., & Lakhani, R. (2018) · arXiv.org · doi:10.48550/arxiv.1806.03693 · Cited by 132 · see citing works
The Jpeg-Blockchain Framework For Glam Services
Bhowmik, D., Natu, A., Ishikawa, T., Feng, T., & Abhayaratne, C. (2018) · IEEE International Conference on Multimedia & Expo Workshops (ICMEW) · doi:10.1109/icmew.2018.8551519 · Cited by 15 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Emergence of blockchain-technology application in peer-to-peer electrical-energy trading: a review
Thukral, M. K. (2021) · Clean Energy · doi:10.1093/ce/zkaa033 · Cited by 113 · see citing works
How Blockchain Facilitates the Transition toward Circular Economy in the Food Chain?
Pakseresht, A., Kaliji, S. A., & Xhakollari, V. (2022) · Sustainability · doi:10.3390/su141811754 · Cited by 60 · see citing works
Blockchain in Insurance: Exploratory Analysis of Prospects and Threats
Amponsah, A. A., Adekoya, A. F., & Weyori, B. A. (2021) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2021.0120153 · Cited by 62 · see citing works
Evaluating Blockchain requirements for effective digital supply chain management
Büyüközkan, G., Tüfekçi, G., & Uztürk, D. (2021) · International Journal of Production Economics · doi:10.1016/j.ijpe.2021.108309 · Cited by 46 · see citing works
Ali, S. M. A., Yusoff, M. N., & Hasan, H. F. (2023) · Future Internet · doi:10.3390/fi15010035 · Cited by 40 · see citing works
Blockchain technology characteristics essential for the agri-food sector: A systematic review
Pakseresht, A., Kaliji, S. A., & Hakelius, K. (2024) · Food Control · doi:10.1016/j.foodcont.2024.110661 · Cited by 52 · see citing works
Toward a Green Blockchain: Engineering Merkle Tree and Proof of Work for Energy Optimization
Castellon, C. E., Roy, S., Kreidl, O. P., Dutta, A., & Bölöni, L. L. (2022) · IEEE Transactions on Network and Service Management · doi:10.1109/tnsm.2022.3219494 · Cited by 35 · see citing works
Ahn, B. (2022) · Sustainability · doi:10.3390/su14052917 · Cited by 33 · see citing works
Energy Efficient Merkle Trees for Blockchains
Castellon, C. E., Roy, S., Kreidl, O. P., Dutta, A., & Bölöni, L. L. (2021) · IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) · doi:10.1109/trustcom53373.2021.00149 · Cited by 31 · see citing works
Nasir, N. M., Hassan, S., & Zaini, K. M. (2024) · IEEE Access · doi:10.1109/access.2024.3465869 · Cited by 29 · see citing works
Review and Investigation of Merkle Tree’s Technical Principles and Related Application Fields
Jing, S., Zheng, X., & Chen, Z. (2021) · International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA) · doi:10.1109/caibda53561.2021.00026 · Cited by 19 · see citing works
Gedara, K. M., Nguyen, M., Yan, W., & Li, X. J. (2023) · Electronics · doi:10.3390/electronics12173621 · Cited by 18 · see citing works
Dağıtık Defter Teknolojileri ve Uygulama Alanları Üzerine Bir İnceleme
Şafak, E., Arslan, Ç., Gözütok, M., & Köprülü, T. (2021) · European Journal of Science and Technology · doi:10.31590/ejosat.1011289 · Cited by 11 · see citing works
A Post-Quantum Digital Signature Using Verkle Trees and Lattices
Iavich, M., Kuchukhidze, T., & Bocu, R. (2023) · Symmetry · doi:10.3390/sym15122165 · Cited by 11 · see citing works
Rizal, S., & Kim, D. (2025) · Blockchain Research and Applications · doi:10.1016/j.bcra.2025.100302 · Cited by 15 · see citing works
Kaliji, S. A., Pakseresht, A., & Hocquette, J.-F. J.-F. (2025) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2025.105197 · Cited by 10 · see citing works
Xu, J., Zhang, J., & Wang, J. (2025) · Journal of Theoretical and Applied Electronic Commerce Research · doi:10.3390/jtaer20020076 · Cited by 9 · see citing works
“…the system traverses the data of each block in the original Merkle tree of the blockchain and retrieves the approximate image through the image multidimensional data to determine its originality, which is an ine ffi - cient way of querying and does not support the multidimensional data querying [10].”
Hombalimath, A., Mangla, N., & Balodi, A. (2023) · Informatica · doi:10.31449/inf.v47i3.4158 · Cited by 9 · see citing works
Gomathi, C., & Jayasri, K. (2022) · Cybernetics & Systems · doi:10.1080/01969722.2022.2103229 · Cited by 8 · see citing works
A File Verification Scheme Based on Verkle Trees
Lin, K., & Chen, Y. (2023) · IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) · doi:10.1109/icce-taiwan58799.2023.10226788 · Cited by 7 · see citing works
Self-citationJung, J. W., Islam, M. M., & In, H. P. (2024) · Sustainability · doi:10.3390/su16219342 · Cited by 7 · see citing works
Blockchain and IoT in developing Fintech Ecosystem- An assistance to Insurance Industry
Chauhan, R., Chirputkar, A., & Pathak, P. (2022) · International Conference on Decision Aid Sciences and Applications (DASA) · doi:10.1109/dasa54658.2022.9765026 · Cited by 6 · see citing works
A Minimal Disclosure Signature Authentication Scheme Based on Consortium Blockchain
Yang, Z., Ma, H., Ai, M., Zhan, M., Wu, G., & Zhang, Y. (2022) · IEEE International Conference on Blockchain (Blockchain) · doi:10.1109/blockchain55522.2022.00079 · Cited by 6 · see citing works
Coarse-to-Fine Secure Image Deduplication with Merkle-Hash and Image Features for Cloud Storage
Akarsha, D. P., Chaudhari, S. S., & Apama, R. (2021) · Asian Conference on Innovation in Technology (ASIANCON) · doi:10.1109/asiancon51346.2021.9544605 · Cited by 5 · see citing works
Dhavamani, L., & Priya, P. P. (2022) · Concurrency and Computation Practice and Experience · doi:10.1002/cpe.7336 · Cited by 5 · see citing works
Shaik, M., & Rao, Y. N. (2024) · IEEE Access · doi:10.1109/access.2024.3501357 · Cited by 3 · see citing works
Enhancing Traceability in Food Supply Chains Using Blockchain and IoT Technologies
Ambika, N. (2023) · Advances in computational intelligence and robotics book series · doi:10.4018/978-1-6684-8851-5.ch015 · Cited by 3 · see citing works
Hadi, Z. L. A., & Au, T. W. (2021) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-68133-3_8 · Cited by 3 · see citing works
Sistem Informasi Distribusi Gas Elpiji 3 Kg Bersubsidi Berbasis Teknologi Blockchain
Romdoni, M. R., & Rizqullah, N. (2021) · Jurnal Bangkit Indonesia · doi:10.52771/bangkitindonesia.v10i2.186 · Cited by 3 · see citing works
Chandran, R. (2023) · Soft Computing Research Society eBooks · doi:10.52458/978-81-955020-5-9-61 · Cited by 2 · see citing works
Cheng, S. (2023) · Springer eBooks · doi:10.1007/978-3-031-24359-2_4 · Cited by 2 · see citing works
Secure Seaport Management System using Blockchain Technology
Hamad, A. H. (2023) · Al-Khwarizmi Engineering Journal · doi:10.22153/kej.2023.08.001 · Cited by 1 · see citing works
A Survey on Development of Post-quantum Cryptographic Schemes
Kwala, A. K., Mishra, A., & Kant, S. (2025) · Lecture notes in networks and systems · doi:10.1007/978-981-96-3358-6_34 · Cited by 1 · see citing works
Charanya, R., & Saravanaguru, R. A. K. (2020) · International Journal of Information Technology and Web Engineering · doi:10.4018/ijitwe.2020100105 · Cited by 1 · see citing works
Secure Distinctive Data Transmission in Fog System Using Quantum Cryptography
Ambika, N. (2023) · doi:10.1002/9781394167401.ch2 · Cited by 1 · see citing works
Securing Business Transactions Using Merkle Tree
Ambika, N. (2024) · doi:10.1002/9781394234028.ch9 · Cited by 1 · see citing works
AuthBlock: Authentication Framework Using Ethereum Blockchain
Kamble, S. P., & Chandavarkar, B. R. (2023) · Lecture notes in electrical engineering · doi:10.1007/978-981-99-3569-7_9
Secured Automation in Business Processes
Ambika, N. (2023) · doi:10.1002/9781394166954.ch10
Illuminating the Path of Post-Quantum Cryptographic Protocols: A Survey of some Recent LiteraturesPreprint
Kwala, A. K., Mishra, A., & Kant, S. (2023) · Research Square · doi:10.21203/rs.3.rs-3549187/v1
Enhanced Security in Blockchain-Based Cyber Physical Systems
Ambika, N. (2024) · Advances in information security, privacy, and ethics book series · doi:10.4018/979-8-3693-2081-5.ch008
Blockchain-Based Diagnostic Certificate System with Privacy Protection
Lin, C. (2024) · Communications in computer and information science · doi:10.1007/978-981-97-1711-8_20
Merkle's post-quantum signature based on the modified Lamport algorithm
Cherckesova, L. V., Revyakina, E. A., & Lyashenko, N. (2025) · VESTNIK OF ASTRAKHAN STATE TECHNICAL UNIVERSITY SERIES MANAGEMENT COMPUTER SCIENCE AND INFORMATICS · doi:10.24143/2072-9502-2025-1-80-92
A Study on Blockchain Ecosystem Security
Mukta, Kumari, S., Verma, S., & Mittal, M. (2025) · BENTHAM SCIENCE PUBLISHERS eBooks · doi:10.2174/9798898811501125010007
Luong, T. T., & Thanh, T. M. (2025) · International Symposium on Communications and Information Technologies · doi:10.1109/iscit67082.2025.11231592
Urias, A. (2026) · Research Square · doi:10.21203/rs.3.rs-10490225/v1
Hussain, T., Ansari, M. S. H., Ansari, Z. A., Chopde, N., Jeelani, M. B., Fatima, S., & Prakash, R. B. (2026) · Discover Computing · doi:10.1007/s10791-026-10478-2
- Authors
- Chen, Y.-C., Chou, Y.-P., & Chou, Y.-C.
- Affiliations
- Asia University (TW)
- Corresponding author
- Chou, Yung-Chen
- Venue
- Future Internet
- Publisher
- MDPI AG
- Published
- 2019-07-06
- Volume
- 11
- Issue
- 7
- Pages
- 149
- ISSN
- 1999-5903 (ISSN-L)
- OpenAlex
- W2953790105
- Cited by
- 47
- References
- 15
- Citations by year
- 2026: 2 · 2025: 7 · 2024: 8 · 2023: 13 · 2022: 7 · 2021: 9 · 2020: 1
- FWCI
- 5.29
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- Future Internet (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Physical Sciences › Computer Science › Information Systems › Blockchain Technology Applications and Security
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Steganography and Watermarking Techniques
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Chaos-based Image/Signal Encryption
- Keywords
- image authentication, Merkle trees, blockchain, image integrity verification, IPFS, image forgery detection, imaging features, distributed verification
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review