Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.
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Brac University
2021
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| Sarrera elektronikoa: | http://hdl.handle.net/10361/14962 |
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10361-149622022-01-26T10:08:20Z Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain Joy, Tanvir Ahmed Ahmed, Sultan Gias Uddin Ahmed, Mir Abrar Islam, Sazzad UL Nima, Menuka Tasnim Mostakim, Moin Department of Computer Science and Engineering, Brac University Blockchain Deep Learning Public Key Cryptography Hybrid Public Key Facial Recognition Deep Learning This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021. Cataloged from PDF version of thesis. Includes bibliographical references (pages 49-51). The fast-growing cryptocurrency system is changing the financial world with its ensured blockchain technology. It’s specific use in expounding cryptocurrencies is highly acknowledged in the modern world, although the acceptance is growing in several other domains such as the Internet of Things (IoT), Artificial Intelligence, Fintech, and many other fields. Proof of Work (POW), which contains a digital ledger of transactions, plays a vital role in blockchain security. In addition, Blockchain uses a changeable public key which ensures an extra layer of privacy by containing individual user identity. Although, malwares has been planted to encapsulate the single user identity and the keys included in it. Focusing on Blockchain’s significant features, possible vulnerabilities in the system and cryptography, we will emphasize the deep learning process to generate hybrid public key in the blockchain system which will be binding with the face recognition features delivering to a compact & secured cryptosystem leading towards protection of sensitive data. After successfully generating the public & private key, we were able to implement those keys in blockchain system creating a person’s wallet and verifying the signatures. Our success rate in generating keys was close to 100% which were implemented in blockchain. Tanvir Ahmed Joy Sultan Gias Uddin Ahmed Mir Abrar Ahmed Sazzad UL Islam Menuka Tasnim Nima B. Computer Science 2021-09-02T12:23:10Z 2021-09-02T12:23:10Z 2021 2021-06 Thesis ID 17101039 ID 16301151 ID 17101197 ID 17101457 ID 17101414 http://hdl.handle.net/10361/14962 en Brac University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 51 pages application/pdf Brac University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Blockchain Deep Learning Public Key Cryptography Hybrid Public Key Facial Recognition Deep Learning |
| spellingShingle |
Blockchain Deep Learning Public Key Cryptography Hybrid Public Key Facial Recognition Deep Learning Joy, Tanvir Ahmed Ahmed, Sultan Gias Uddin Ahmed, Mir Abrar Islam, Sazzad UL Nima, Menuka Tasnim Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain |
| description |
This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021. |
| author2 |
Mostakim, Moin |
| author_facet |
Mostakim, Moin Joy, Tanvir Ahmed Ahmed, Sultan Gias Uddin Ahmed, Mir Abrar Islam, Sazzad UL Nima, Menuka Tasnim |
| format |
Thesis |
| author |
Joy, Tanvir Ahmed Ahmed, Sultan Gias Uddin Ahmed, Mir Abrar Islam, Sazzad UL Nima, Menuka Tasnim |
| author_sort |
Joy, Tanvir Ahmed |
| title |
Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain |
| title_short |
Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain |
| title_full |
Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain |
| title_fullStr |
Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain |
| title_full_unstemmed |
Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain |
| title_sort |
shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain |
| publisher |
Brac University |
| publishDate |
2021 |
| url |
http://hdl.handle.net/10361/14962 |
| work_keys_str_mv |
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| _version_ |
1814307348074725376 |