Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4
Aiming at the information security problem of sharing images on social platforms,a selective region of interest(ROI) image encryption scheme based on YOLO v4 and hybrid chaotic map encryption is proposed.By utilizing YOLO v4,the uploaded image is automatically detected and the candidate bounding box...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial office of Computer Science
2022-12-01
|
| Series: | Jisuanji kexue |
| Subjects: | |
| Online Access: | https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-12-368.pdf |
| _version_ | 1797845110709288960 |
|---|---|
| author | ZHANG Guo-mei MA Lin-juan, ZHANG Fu-quan, LI Qing-zhen |
| author_facet | ZHANG Guo-mei MA Lin-juan, ZHANG Fu-quan, LI Qing-zhen |
| author_sort | ZHANG Guo-mei MA Lin-juan, ZHANG Fu-quan, LI Qing-zhen |
| collection | DOAJ |
| description | Aiming at the information security problem of sharing images on social platforms,a selective region of interest(ROI) image encryption scheme based on YOLO v4 and hybrid chaotic map encryption is proposed.By utilizing YOLO v4,the uploaded image is automatically detected and the candidate bounding boxes to be encrypted are provided.Then the image areas selected by user are encrypted with the proposed hybrid encryption algorithm combining cosine and polynomial mapping,so that only legally authorized users can access the sensitive information of the shared image.Through the secret key issuing and authorization mecha-nism,the protection of sensitive information of the image forwarded by a third party is realized.Statistical and security analysis results prove that the proposed scheme can resist various attacks,and the processing speed can meet the real-time needs of online users. |
| first_indexed | 2024-04-09T17:33:16Z |
| format | Article |
| id | doaj.art-1c8c59802fb74830a655ec8434d69e17 |
| institution | Directory Open Access Journal |
| issn | 1002-137X |
| language | zho |
| last_indexed | 2024-04-09T17:33:16Z |
| publishDate | 2022-12-01 |
| publisher | Editorial office of Computer Science |
| record_format | Article |
| series | Jisuanji kexue |
| spelling | doaj.art-1c8c59802fb74830a655ec8434d69e172023-04-18T02:32:59ZzhoEditorial office of Computer ScienceJisuanji kexue1002-137X2022-12-01491236837310.11896/jsjkx.220600139Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4ZHANG Guo-mei MA Lin-juan, ZHANG Fu-quan, LI Qing-zhen01 School of Computer Science and Engineering,Guangzhou Institute of Science and Technology,Guangzhou 510540,China ;2 School of Computer Science & Technology,Beijing Institute of Technology,Beijing 100081,China ;3 Institute of Data Rule of Law,China University of Political Science and Law,Beijing 102249,ChinaAiming at the information security problem of sharing images on social platforms,a selective region of interest(ROI) image encryption scheme based on YOLO v4 and hybrid chaotic map encryption is proposed.By utilizing YOLO v4,the uploaded image is automatically detected and the candidate bounding boxes to be encrypted are provided.Then the image areas selected by user are encrypted with the proposed hybrid encryption algorithm combining cosine and polynomial mapping,so that only legally authorized users can access the sensitive information of the shared image.Through the secret key issuing and authorization mecha-nism,the protection of sensitive information of the image forwarded by a third party is realized.Statistical and security analysis results prove that the proposed scheme can resist various attacks,and the processing speed can meet the real-time needs of online users.https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-12-368.pdfimage encryption|shared image|chaotic map|yolo v4|region of interest |
| spellingShingle | ZHANG Guo-mei MA Lin-juan, ZHANG Fu-quan, LI Qing-zhen Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4 Jisuanji kexue image encryption|shared image|chaotic map|yolo v4|region of interest |
| title | Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4 |
| title_full | Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4 |
| title_fullStr | Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4 |
| title_full_unstemmed | Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4 |
| title_short | Selective Shared Image Encryption Method Based on Chaotic System and YOLO v4 |
| title_sort | selective shared image encryption method based on chaotic system and yolo v4 |
| topic | image encryption|shared image|chaotic map|yolo v4|region of interest |
| url | https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-12-368.pdf |
| work_keys_str_mv | AT zhangguomeimalinjuanzhangfuquanliqingzhen selectivesharedimageencryptionmethodbasedonchaoticsystemandyolov4 |