A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems
Blockchain (BC) and Computer Vision (CV) are the two emerging fields with the potential to transform various sectors. BC can offer decentralized and secure data storage, while CV allows machines to learn and understand visual data. The integration of the two technologies holds massive promise for de...
| Main Authors: | , , , , , , , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10262316/ |
| _version_ | 1797663078231310336 |
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| author | M. Ramalingam G. Chemmalar Selvi Nancy Victor Rajeswari Chengoden Sweta Bhattacharya Praveen Kumar Reddy Maddikunta Duehee Lee Md. Jalil Piran Neelu Khare Gokul Yenduri Thippa Reddy Gadekallu |
| author_facet | M. Ramalingam G. Chemmalar Selvi Nancy Victor Rajeswari Chengoden Sweta Bhattacharya Praveen Kumar Reddy Maddikunta Duehee Lee Md. Jalil Piran Neelu Khare Gokul Yenduri Thippa Reddy Gadekallu |
| author_sort | M. Ramalingam |
| collection | DOAJ |
| description | Blockchain (BC) and Computer Vision (CV) are the two emerging fields with the potential to transform various sectors. BC can offer decentralized and secure data storage, while CV allows machines to learn and understand visual data. The integration of the two technologies holds massive promise for developing innovative applications that can provide solutions to the challenges in various sectors such as supply chain management, healthcare, smart cities, and defense. This review explores a comprehensive analysis of the integration of BC and CV by examining their combination and potential applications. It also provides a detailed analysis of the fundamental concepts of both technologies, highlighting their strengths and limitations. This paper also explores current research efforts that make use of the benefits offered by this combination. The BC can be used as an added layer of security in CV systems and also ensure data integrity, enabling decentralized image and video analytics. The challenges and open issues associated with this integration are also identified, and appropriate potential future directions are also proposed. |
| first_indexed | 2024-03-11T19:09:20Z |
| format | Article |
| id | doaj.art-94b219dac44c4810893859cb51c7e7dc |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-03-11T19:09:20Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-94b219dac44c4810893859cb51c7e7dc2023-10-09T23:01:42ZengIEEEIEEE Access2169-35362023-01-011110730910733010.1109/ACCESS.2023.331908910262316A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision SystemsM. Ramalingam0G. Chemmalar Selvi1Nancy Victor2https://orcid.org/0000-0002-0640-5768Rajeswari Chengoden3Sweta Bhattacharya4https://orcid.org/0000-0002-6082-164XPraveen Kumar Reddy Maddikunta5https://orcid.org/0000-0003-4209-2495Duehee Lee6Md. Jalil Piran7https://orcid.org/0000-0003-3229-6785Neelu Khare8Gokul Yenduri9https://orcid.org/0000-0001-9146-8378Thippa Reddy Gadekallu10https://orcid.org/0000-0003-0097-801XSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaDepartment of Electrical Engineering, Konkuk University, Seoul, South KoreaDepartment of Computer Science and Electrical Engineering, Sejong University, Seoul, South KoreaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, IndiaBlockchain (BC) and Computer Vision (CV) are the two emerging fields with the potential to transform various sectors. BC can offer decentralized and secure data storage, while CV allows machines to learn and understand visual data. The integration of the two technologies holds massive promise for developing innovative applications that can provide solutions to the challenges in various sectors such as supply chain management, healthcare, smart cities, and defense. This review explores a comprehensive analysis of the integration of BC and CV by examining their combination and potential applications. It also provides a detailed analysis of the fundamental concepts of both technologies, highlighting their strengths and limitations. This paper also explores current research efforts that make use of the benefits offered by this combination. The BC can be used as an added layer of security in CV systems and also ensure data integrity, enabling decentralized image and video analytics. The challenges and open issues associated with this integration are also identified, and appropriate potential future directions are also proposed.https://ieeexplore.ieee.org/document/10262316/Blockchaincomputer visionartificial intelligenceimage analysissurveillancesecurity |
| spellingShingle | M. Ramalingam G. Chemmalar Selvi Nancy Victor Rajeswari Chengoden Sweta Bhattacharya Praveen Kumar Reddy Maddikunta Duehee Lee Md. Jalil Piran Neelu Khare Gokul Yenduri Thippa Reddy Gadekallu A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems IEEE Access Blockchain computer vision artificial intelligence image analysis surveillance security |
| title | A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems |
| title_full | A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems |
| title_fullStr | A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems |
| title_full_unstemmed | A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems |
| title_short | A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems |
| title_sort | comprehensive analysis of blockchain applications for securing computer vision systems |
| topic | Blockchain computer vision artificial intelligence image analysis surveillance security |
| url | https://ieeexplore.ieee.org/document/10262316/ |
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