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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21508
Article Published : 8513
Total Authors : 22399
Total Reviewer : 805
Total Countries : 158
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| Paper Title: | Efficient, Secure, and Reliable Cryptography using Convolutional Neural Network |
| Authors Name: | Ms. Kritika Purohit , Dr. Surendra Yadav , Ms. Veena Parihar |
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| Author Reg. ID: |
IJRTI_182085
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| Published Paper Id: | IJRTI2206258 |
| Published In: | Volume 7 Issue 6, June-2022 |
| DOI: | |
| Abstract: | Despite the advancements in cryptography, encoding sensitive data remains a relatively difficult operation. Following a study of the current literature, it is now clear that security issues have yet to be overcome, and that more research is needed. The design of the Convolutional Neural Network (CNN) encryption algorithm is presented in this study. The findings are compared to the Cryptographic Algorithms based on a set of parameters. The final findings show how well a particular neural network may be used for symmetric cryptography. The experimental findings demonstrate that, under the terms stipulated in this manuscript, CNN can be used for cryptography. With CNN it is found thinnest is feasible to attain low error rates with neural networks several times. To show the real-life implementation of CNNs over a TCP/IP network, Alice and Bob's conversation was mimicked using sockets. The research findings reveal that the recommended implementation provides significantly improved security without disturbing the actual process. |
| Keywords: | CNN, NCA, TCP/IP, Cryptographic, encryption |
| Cite Article: | "Efficient, Secure, and Reliable Cryptography using Convolutional Neural Network", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 6, page no.1735 - 1742, June-2022, Available :http://www.ijrti.org/papers/IJRTI2206258.pdf |
| Downloads: | 000205238 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2206258
Registration ID:182085
Published In: Volume 7 Issue 6, June-2022
DOI (Digital Object Identifier):
Page No: 1735 - 1742 Country: Jodhpur, Rajasthan, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2206258 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2206258 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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