Signup Wallet
Abstract & Details
Research Area
Computer Engineering
Keywords
user privacy
centralized and federated identity
self-sovereign identity model
blockchain
machine learning
secure repository
Sign Up Wallet
Unique Personal Identifier
credential verification
Lookup Substitution algorithm
security.
Abstract
In response to the prevalent concerns surrounding user privacy and the limitations of centralized and federated identity management systems, this research-based project introduces a pioneering Self-Sovereign Identity model that combines blockchain and machine learning technologies. Within this framework, users establish a secure repository for their digital identity within a Sign-Up Wallet, employing a Unique Personal Identifier (UPI) Code for direct credential verification with trusted service providers. The model employs Logistic Regression to assess the trustworthiness of websites. In instances where service providers lack trustworthiness, a masked credential is generated using a Lookup Substitution Algorithm, ensuring privacy throughout the verification process. This innovative approach aims to address the privacy and data portability challenges inherent in existing identity management systems, presenting a promising avenue for enhancing user control and security in the digital world.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Kaviya S | Adhiyamaan college of engineering |
| 2 | Moratanch N | Adhiyamaan college of engineering |
| 3 | Kanisha G | Adhiyamaan college of engineering |
| 4 | Sudha M | Adhiyamaan college of engineering |
How to Cite
Use the following formats to cite this article in your research.
APA Style
S, Kaviya, N, Moratanch, G, Kanisha, & M, Sudha (2024). Signup Wallet. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 159-171.
MLA Style
S, Kaviya, et al. "Signup Wallet." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 159-171.
IEEE Style
Kaviya S, Moratanch N, Kanisha G, and Sudha M, "Signup Wallet," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 159-171, 2024.
Vancouver Style
S Kaviya, N Moratanch, G Kanisha, M Sudha. Signup Wallet. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):159-171.
Harvard Style
S, Kaviya, N, Moratanch, G, Kanisha, & M, Sudha (2024) 'Signup Wallet', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 159-171.
Chicago Style
S, Kaviya, et al. "Signup Wallet." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 159-171.
Turabian Style
S, Kaviya, et al. "Signup Wallet." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 159-171.
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