An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm
<p>Data stored on physical storage devices and transmitted over communication channels often have a lot of redundant information, which can be reduced through compression techniques to conserve space and reduce the time it takes to transmit the data. The need for adequate security measures, su...
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2023
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| _version_ | 1864513535745196032 |
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| author | M Baritha Begum (17541483) |
| author2 | N. Deepa (11898377) Mueen Uddin (4903510) Rajesh Kaluri (17541486) Maha Abdelhaq (735574) Raed Alsaqour (735575) |
| author2_role | author author author author author |
| author_facet | M Baritha Begum (17541483) N. Deepa (11898377) Mueen Uddin (4903510) Rajesh Kaluri (17541486) Maha Abdelhaq (735574) Raed Alsaqour (735575) |
| author_role | author |
| dc.creator.none.fl_str_mv | M Baritha Begum (17541483) N. Deepa (11898377) Mueen Uddin (4903510) Rajesh Kaluri (17541486) Maha Abdelhaq (735574) Raed Alsaqour (735575) |
| dc.date.none.fl_str_mv | 2023-06-22T03:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1016/j.heliyon.2023.e17602 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/An_efficient_and_secure_compression_technique_for_data_protection_using_burrows-wheeler_transform_algorithm/24717225 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Information and computing sciences Cybersecurity and privacy Data management and data science Burrows-wheeler transform Run-length encoding (RLE) Encryption Move-to-front transform Keyed scrambling |
| dc.title.none.fl_str_mv | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>Data stored on physical storage devices and transmitted over communication channels often have a lot of redundant information, which can be reduced through compression techniques to conserve space and reduce the time it takes to transmit the data. The need for adequate security measures, such as secret key control in specific techniques, raises concerns about data exposure to potential attacks. Encryption plays a vital role in safeguarding information and maintaining its confidentiality by utilizing a secret key to make the data unreadable and unalterable. The focus of this paper is to tackle the challenge of simultaneously compressing and encrypting data without affecting the efficacy of either process. The authors propose an efficient and secure compression method incorporating a secret key to accomplish this goal. Encoding input data involves scrambling it with a generated key and then transforming it through the Burrows-Wheeler Transform (BWT). Subsequently, the output from the BWT is compressed through both Move-To-Front Transform and Run-Length Encoding. This method blends the cryptographic principles of confusion and diffusion into the compression process, enhancing its performance. The proposed technique is geared towards providing robust encryption and sufficient compression. Experimentation results show that it outperforms other techniques in terms of compression ratio. A security analysis of the technique has determined that it is susceptible to the secret key and plaintext, as measured by the unicity distance. Additionally, the results of the proposed technique showed a significant improvement with a compression ratio close to 90% after passing all the test text files.</p><h2>Other Information</h2> <p> Published in: Heliyon<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.heliyon.2023.e17602" target="_blank">https://dx.doi.org/10.1016/j.heliyon.2023.e17602</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_5fa46e32f9f399f011b0588e818c9a11 |
| identifier_str_mv | 10.1016/j.heliyon.2023.e17602 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24717225 |
| publishDate | 2023 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithmM Baritha Begum (17541483)N. Deepa (11898377)Mueen Uddin (4903510)Rajesh Kaluri (17541486)Maha Abdelhaq (735574)Raed Alsaqour (735575)Information and computing sciencesCybersecurity and privacyData management and data scienceBurrows-wheeler transformRun-length encoding (RLE)EncryptionMove-to-front transformKeyed scrambling<p>Data stored on physical storage devices and transmitted over communication channels often have a lot of redundant information, which can be reduced through compression techniques to conserve space and reduce the time it takes to transmit the data. The need for adequate security measures, such as secret key control in specific techniques, raises concerns about data exposure to potential attacks. Encryption plays a vital role in safeguarding information and maintaining its confidentiality by utilizing a secret key to make the data unreadable and unalterable. The focus of this paper is to tackle the challenge of simultaneously compressing and encrypting data without affecting the efficacy of either process. The authors propose an efficient and secure compression method incorporating a secret key to accomplish this goal. Encoding input data involves scrambling it with a generated key and then transforming it through the Burrows-Wheeler Transform (BWT). Subsequently, the output from the BWT is compressed through both Move-To-Front Transform and Run-Length Encoding. This method blends the cryptographic principles of confusion and diffusion into the compression process, enhancing its performance. The proposed technique is geared towards providing robust encryption and sufficient compression. Experimentation results show that it outperforms other techniques in terms of compression ratio. A security analysis of the technique has determined that it is susceptible to the secret key and plaintext, as measured by the unicity distance. Additionally, the results of the proposed technique showed a significant improvement with a compression ratio close to 90% after passing all the test text files.</p><h2>Other Information</h2> <p> Published in: Heliyon<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.heliyon.2023.e17602" target="_blank">https://dx.doi.org/10.1016/j.heliyon.2023.e17602</a></p>2023-06-22T03:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1016/j.heliyon.2023.e17602https://figshare.com/articles/journal_contribution/An_efficient_and_secure_compression_technique_for_data_protection_using_burrows-wheeler_transform_algorithm/24717225CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/247172252023-06-22T03:00:00Z |
| spellingShingle | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm M Baritha Begum (17541483) Information and computing sciences Cybersecurity and privacy Data management and data science Burrows-wheeler transform Run-length encoding (RLE) Encryption Move-to-front transform Keyed scrambling |
| status_str | publishedVersion |
| title | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm |
| title_full | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm |
| title_fullStr | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm |
| title_full_unstemmed | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm |
| title_short | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm |
| title_sort | An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm |
| topic | Information and computing sciences Cybersecurity and privacy Data management and data science Burrows-wheeler transform Run-length encoding (RLE) Encryption Move-to-front transform Keyed scrambling |