Wireless sensor network security encryption based on AES module optimization design.
Saved in:
| Title: | Wireless sensor network security encryption based on AES module optimization design. |
|---|---|
| Authors: | Yang, Zheng'an1 (AUTHOR) yza20010713@163.com |
| Source: | Journal of Computational Methods in Sciences & Engineering (Sage Publications Inc.). Jan2025, Vol. 25 Issue 1, p766-778. 13p. |
| Subjects: | Wireless sensor network security, Advanced Encryption Standard, Encryption protocols, Database security, Data encryption, RSA algorithm |
| Abstract: | The use of wireless sensor networks (WSNs) generates a significant amount of data during information transmission, leading to increased security requirements. To enhance the security of WSN databases, the Advanced Encryption Standard (AES) algorithm is employed for encryption. It solves the high requirements of AES coprocessors for chip area, power consumption, and other aspects through optimized design. The simplified 4 S-box structure replaces the traditional 20 S-boxes, effectively improving the security of AES coprocessors while reducing chip costs. In the performance analysis of AES, RSA Public Key System (RSA) and DES (Data Encryption Standard) algorithms are introduced to compare four aspects of encryption and decryption speed, accuracy, sensitivity, and the size of storage space occupied by the three algorithms. The AES's loss value and its encryption and decryption are also examined. The results showed that the overall encryption and decryption speed of AES was more advantageous. And the highest accuracy of AES was 0.9513, which was 5.21% higher than RSA and 10.66% higher than DES. Its sensitivity maximum was about 96.5%, which was 1.5%/2.5% higher than the DES/RSA. Meanwhile, in terms of storage space, the AES took up significantly less storage space after encryption than the RSA and DES. In addition, the AES algorithm converged faster in the loss curve during encryption and decryption, and the loss value varied in the range of 0.1–1.9. The comprehensive analysis shows that AES algorithm has high security and can save resources, which is important for the security of WSN database. [ABSTRACT FROM AUTHOR] |
| Copyright of Journal of Computational Methods in Sciences & Engineering (Sage Publications Inc.) is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
|
Full text is not displayed to guests.
Login for full access.
|
|
| FullText | Links: – Type: pdflink Text: Availability: 1 |
|---|---|
| Header | DbId: egs DbLabel: Engineering Source An: 184747338 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Wireless sensor network security encryption based on AES module optimization design. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Yang%2C+Zheng'an%22">Yang, Zheng'an</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yza20010713@163.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Computational+Methods+in+Sciences+%26+Engineering+%28Sage+Publications+Inc%2E%29%22">Journal of Computational Methods in Sciences & Engineering (Sage Publications Inc.)</searchLink>. Jan2025, Vol. 25 Issue 1, p766-778. 13p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Wireless+sensor+network+security%22">Wireless sensor network security</searchLink><br /><searchLink fieldCode="DE" term="%22Advanced+Encryption+Standard%22">Advanced Encryption Standard</searchLink><br /><searchLink fieldCode="DE" term="%22Encryption+protocols%22">Encryption protocols</searchLink><br /><searchLink fieldCode="DE" term="%22Database+security%22">Database security</searchLink><br /><searchLink fieldCode="DE" term="%22Data+encryption%22">Data encryption</searchLink><br /><searchLink fieldCode="DE" term="%22RSA+algorithm%22">RSA algorithm</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: The use of wireless sensor networks (WSNs) generates a significant amount of data during information transmission, leading to increased security requirements. To enhance the security of WSN databases, the Advanced Encryption Standard (AES) algorithm is employed for encryption. It solves the high requirements of AES coprocessors for chip area, power consumption, and other aspects through optimized design. The simplified 4 S-box structure replaces the traditional 20 S-boxes, effectively improving the security of AES coprocessors while reducing chip costs. In the performance analysis of AES, RSA Public Key System (RSA) and DES (Data Encryption Standard) algorithms are introduced to compare four aspects of encryption and decryption speed, accuracy, sensitivity, and the size of storage space occupied by the three algorithms. The AES's loss value and its encryption and decryption are also examined. The results showed that the overall encryption and decryption speed of AES was more advantageous. And the highest accuracy of AES was 0.9513, which was 5.21% higher than RSA and 10.66% higher than DES. Its sensitivity maximum was about 96.5%, which was 1.5%/2.5% higher than the DES/RSA. Meanwhile, in terms of storage space, the AES took up significantly less storage space after encryption than the RSA and DES. In addition, the AES algorithm converged faster in the loss curve during encryption and decryption, and the loss value varied in the range of 0.1–1.9. The comprehensive analysis shows that AES algorithm has high security and can save resources, which is important for the security of WSN database. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Journal of Computational Methods in Sciences & Engineering (Sage Publications Inc.) is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=184747338 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/14727978251321651 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 13 StartPage: 766 Subjects: – SubjectFull: Wireless sensor network security Type: general – SubjectFull: Advanced Encryption Standard Type: general – SubjectFull: Encryption protocols Type: general – SubjectFull: Database security Type: general – SubjectFull: Data encryption Type: general – SubjectFull: RSA algorithm Type: general Titles: – TitleFull: Wireless sensor network security encryption based on AES module optimization design. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yang, Zheng'an IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: Jan2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 14727978 Numbering: – Type: volume Value: 25 – Type: issue Value: 1 Titles: – TitleFull: Journal of Computational Methods in Sciences & Engineering (Sage Publications Inc.) Type: main |
| ResultId | 1 |
