Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography
In this study, a multi-layer encryption system is proposed through which sensitive and important data in smart grids can be secured from unauthorized persons as well as cyber threats. The suggested system is analyzed using fundamental performance assessment metrics say as average processing times ac...
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| Format: | Article |
| Language: | English |
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Elsevier
2024-12-01
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| Series: | e-Prime: Advances in Electrical Engineering, Electronics and Energy |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772671124004145 |
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| _version_ | 1846121189909463040 |
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| author | Osama abd Qasim Sajjad Golshannavaz |
| author_facet | Osama abd Qasim Sajjad Golshannavaz |
| author_sort | Osama abd Qasim |
| collection | DOAJ |
| description | In this study, a multi-layer encryption system is proposed through which sensitive and important data in smart grids can be secured from unauthorized persons as well as cyber threats. The suggested system is analyzed using fundamental performance assessment metrics say as average processing times across ten runs, peak signal-to-noise ratio (PSNR), and root mean square error (RMSE). The encryption process involves hiding the data encrypted by a digital dictionary and the advanced encryption standard (AES) algorithm in an image. In this way, AES encryption suggests rapid processing with a short average time per each block; similarly, the decryption technique, which includes the dictionary and AES decryption also renders the results in a justified computational time nominating it as a practical approach. It is worth noting that the small key era and dictionary construction instances provoke innovations in the general efficiency of the encryption mechanism. The conducted study, based on recorded values for PSNR, RMSE, UACI, and NPCR, demonstrates that the proposed multi-layer encryption system, which incorporates dictionary encryption and AES, is a robust and a fast method to shield important information and attaining a balance between protection and computational time. |
| format | Article |
| id | doaj-art-a82a7972b48d4d4d9462e451dc1e88de |
| institution | Kabale University |
| issn | 2772-6711 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | e-Prime: Advances in Electrical Engineering, Electronics and Energy |
| spelling | doaj-art-a82a7972b48d4d4d9462e451dc1e88de2024-12-16T05:38:58ZengElseviere-Prime: Advances in Electrical Engineering, Electronics and Energy2772-67112024-12-0110100834Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganographyOsama abd Qasim0Sajjad Golshannavaz1Faculty of Electrical and Computer Engineering, Urmia University, Urmia, IranCorresponding author at: Faculty of Electrical and Computer Engineering, Urmia University, Urmia, Iran.; Faculty of Electrical and Computer Engineering, Urmia University, Urmia, IranIn this study, a multi-layer encryption system is proposed through which sensitive and important data in smart grids can be secured from unauthorized persons as well as cyber threats. The suggested system is analyzed using fundamental performance assessment metrics say as average processing times across ten runs, peak signal-to-noise ratio (PSNR), and root mean square error (RMSE). The encryption process involves hiding the data encrypted by a digital dictionary and the advanced encryption standard (AES) algorithm in an image. In this way, AES encryption suggests rapid processing with a short average time per each block; similarly, the decryption technique, which includes the dictionary and AES decryption also renders the results in a justified computational time nominating it as a practical approach. It is worth noting that the small key era and dictionary construction instances provoke innovations in the general efficiency of the encryption mechanism. The conducted study, based on recorded values for PSNR, RMSE, UACI, and NPCR, demonstrates that the proposed multi-layer encryption system, which incorporates dictionary encryption and AES, is a robust and a fast method to shield important information and attaining a balance between protection and computational time.http://www.sciencedirect.com/science/article/pii/S2772671124004145Smart gridData protectionDigital dictionarySteganographyChaotic map |
| spellingShingle | Osama abd Qasim Sajjad Golshannavaz Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography e-Prime: Advances in Electrical Engineering, Electronics and Energy Smart grid Data protection Digital dictionary Steganography Chaotic map |
| title | Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography |
| title_full | Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography |
| title_fullStr | Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography |
| title_full_unstemmed | Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography |
| title_short | Data protection enhancement in smart grid communication: An efficient multi-layer encrypting approach based on chaotic techniques and steganography |
| title_sort | data protection enhancement in smart grid communication an efficient multi layer encrypting approach based on chaotic techniques and steganography |
| topic | Smart grid Data protection Digital dictionary Steganography Chaotic map |
| url | http://www.sciencedirect.com/science/article/pii/S2772671124004145 |
| work_keys_str_mv | AT osamaabdqasim dataprotectionenhancementinsmartgridcommunicationanefficientmultilayerencryptingapproachbasedonchaotictechniquesandsteganography AT sajjadgolshannavaz dataprotectionenhancementinsmartgridcommunicationanefficientmultilayerencryptingapproachbasedonchaotictechniquesandsteganography |