Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and Steganography
This paper describes the application of cryptography and steganography in the protection of cardiac databases. The original cardiac data studied were transformed using a Daubechies wavelet transform. The next step is to conduct Energy Packing Efficiency-based compression. A watermark is added to the...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-01-01
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| Series: | Mathematics |
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| Online Access: | https://www.mdpi.com/2227-7390/10/3/390 |
| _version_ | 1797486374358614016 |
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| author | Galya Georgieva-Tsaneva Galina Bogdanova Evgeniya Gospodinova |
| author_facet | Galya Georgieva-Tsaneva Galina Bogdanova Evgeniya Gospodinova |
| author_sort | Galya Georgieva-Tsaneva |
| collection | DOAJ |
| description | This paper describes the application of cryptography and steganography in the protection of cardiac databases. The original cardiac data studied were transformed using a Daubechies wavelet transform. The next step is to conduct Energy Packing Efficiency-based compression. A watermark is added to the received data to protect against unauthorized access, before hybrid cryptography is performed using a suitably selected encryption algorithm. The presented and analyzed algorithm includes protection using public and symmetric key cryptography. The proposed software algorithm is performed on real electrocardiographic, photoplethysmographic, and Holter cardio data. We have evaluated the effectiveness of the applied approach and concluded that a sufficient level of protection of the studied data has been achieved, with methods of authentication and accuracy applied to the users. |
| first_indexed | 2024-03-09T23:33:16Z |
| format | Article |
| id | doaj.art-87554021fe2849b490e130f4d1973f3d |
| institution | Directory Open Access Journal |
| issn | 2227-7390 |
| language | English |
| last_indexed | 2024-03-09T23:33:16Z |
| publishDate | 2022-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Mathematics |
| spelling | doaj.art-87554021fe2849b490e130f4d1973f3d2023-11-23T17:06:43ZengMDPI AGMathematics2227-73902022-01-0110339010.3390/math10030390Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and SteganographyGalya Georgieva-Tsaneva0Galina Bogdanova1Evgeniya Gospodinova2Institute of Robotics, Bulgarian Academy of Science, 1113 Sofia, BulgariaInstitute of Mathematics and Informatics, Bulgarian Academy of Sciences, 1113 Sofia, BulgariaInstitute of Robotics, Bulgarian Academy of Science, 1113 Sofia, BulgariaThis paper describes the application of cryptography and steganography in the protection of cardiac databases. The original cardiac data studied were transformed using a Daubechies wavelet transform. The next step is to conduct Energy Packing Efficiency-based compression. A watermark is added to the received data to protect against unauthorized access, before hybrid cryptography is performed using a suitably selected encryption algorithm. The presented and analyzed algorithm includes protection using public and symmetric key cryptography. The proposed software algorithm is performed on real electrocardiographic, photoplethysmographic, and Holter cardio data. We have evaluated the effectiveness of the applied approach and concluded that a sufficient level of protection of the studied data has been achieved, with methods of authentication and accuracy applied to the users.https://www.mdpi.com/2227-7390/10/3/390cryptographywatermarkingcardio datawavelet analysisDaubechies basis |
| spellingShingle | Galya Georgieva-Tsaneva Galina Bogdanova Evgeniya Gospodinova Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and Steganography Mathematics cryptography watermarking cardio data wavelet analysis Daubechies basis |
| title | Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and Steganography |
| title_full | Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and Steganography |
| title_fullStr | Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and Steganography |
| title_full_unstemmed | Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and Steganography |
| title_short | Mathematically Based Assessment of the Accuracy of Protection of Cardiac Data Realized with the Help of Cryptography and Steganography |
| title_sort | mathematically based assessment of the accuracy of protection of cardiac data realized with the help of cryptography and steganography |
| topic | cryptography watermarking cardio data wavelet analysis Daubechies basis |
| url | https://www.mdpi.com/2227-7390/10/3/390 |
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