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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Homomorphic Encryption Scheme Using PSO Algorithm in Cloud Computing |
| Authors Name: | Ruchika Aggarwal , Er. Yogesh Kumar |
| Unique Id: | IJSDR2011011 |
| Published In: | Volume 5 Issue 11, November-2020 |
| Abstract: | The cloud computing is the decentralized type of architecture which is vulnerable to various type of security attacks. The homomorphic encryption is the encryption scheme to encrypt objects which are used to access data from the cloud server. The homomorphic encryption scheme has major disadvantage of key management and key sharing which reduce its efficiency. In this research work, technique of Particle swarm optimization is applied which generate key for the encryption. The nature-inspired meta-heuristic algorithms that are population dependent are known as Particle swarm optimization algorithms (PSO) in which the social behavior of birds and fishes is used as an inspiration to build up a scientific approach. The Particle swarm optimization based homomorphic algorithm is implemented in MATLAB and simulation results shows that it performs well in terms of execution time, resource utilization. The execution time and resource utilization of Particle swarm optimization (PSO) based homomorphic algorithm is less as compared to homomorphic algorithm. The result is optimized upto 10 percent approx in the improved algorithm as compared to existing algorithm. |
| Keywords: | PSO, Encryption, Homomorphic Encryption |
| Cite Article: | "Homomorphic Encryption Scheme Using PSO Algorithm in Cloud Computing", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.5, Issue 11, page no.65 - 70, November-2020, Available :http://www.ijsdr.org/papers/IJSDR2011011.pdf |
| Downloads: | 000337074 |
| Publication Details: | Published Paper ID: IJSDR2011011 Registration ID:192675 Published In: Volume 5 Issue 11, November-2020 DOI (Digital Object Identifier): Page No: 65 - 70 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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