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Publication Type : Conference Paper
Publisher : ICDCIT 2022
Source : Industry Symposium of ICDCIT 2022 (ICDCIT 2022).
Campus : Coimbatore
School : Department of Computer Science and Engineering
Department : Computer Science
Year : 2022
Abstract : Blockchain has emerged as a leading technology that ensures security in a distributed framework. Recently, it has been shown that blockchain can be used to convert traditional blocks of any deep learning models into secure systems. In this research, we model a trained biometric recognition system in an architecture which leverages the blockchain technology to provide fault-tolerant access in a distributed environment. The advantage of the proposed approach is that tampering in one particular component alerts the whole system and helps in easy identification of 'any' possible alteration. Experimentally, with different biometric modalities, we have shown that the proposed approach provides security to both deep learning model and the biometric template.
Cite this Research Publication : “Unique and Secure Account Management System using CNN and Blockchain Technology”, Darshan M, S R Rashwanth, Skandan S, Ranjit Chandramohanan, Shakthi Saravanan Sand Priyanka Kumar published at Industry Symposium of ICDCIT 2022 (ICDCIT 2022).