Cognitive Cyber Crimes in the Era of Artificial Intelligence
by Rajesh Kumar Chakrawarti, Romil Rawat, Kriti Bhaswar Singh, A. Samson Arun Raj, Abhishek Singh, Hitesh Rawat, Anjali Rawat
22Decentralized Identity Verification: Blockchain for Cognitive Security
Mukesh Kumar1*, Sahil Rampal2, Tapan Kant3 and Davinder Singh Gill4
1Advanced Centre of Research & Innovation (ACRI), Department of Computer Application, Chandigarh School of Business, Chandigarh Group of Colleges Jhanjeri, Mohali, Punjab, India
2Department of Computer Applications, Lovely Professional University, Punjab, India
3Department of CEA, GLA University, Mathura, Uttar Pradesh, India
4Department of Computer Application, Chandigarh School of Business, Chandigarh Group of Colleges Jhanjeri, Mohali, Punjab, India
Abstract
This research introduces a novel framework for decentralized identity verification, emphasizing cognitive security through the integration of blockchain technology and advanced cryptographic techniques. Utilizing the BioZero protocol, which leverages Pedersen commitments and homomorphic encryption, the system ensures privacy-preserving biometric authentication on open blockchains. The framework uses zero-knowledge proofs to validate user identities without disclosing sensitive information, enhancing both security and user privacy. The system’s efficacy was evaluated using the BlockChain-Based Decentralized Identity Architecture – Internet of Things (BDIDA-IoT) dataset, which comprises diverse biometric and identity-related features. Experimental results demonstrate a verification accuracy of 98.7%, with an average latency of 2.5 seconds per authentication event and a throughput ...
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