Affiliation:
1. Associate Professor, Department of ECE, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology (Deemed to be University), Chennai, Tamil Nadu, India.
2. Department of Mathematics, Dhakuakhana College, Assam 787055. India
3. Chaitanya Deemed To Be University, Kishanpura, Hanamkonda, Warangal -506001, Telangana, India,
Abstract
The growth of internet become more development in communication medium to provide various services. Information sharing ad security is mostly suffered by crime attackers because of different models of cyber-attacks are carried out by attackers. Attackers creates jamming principles, communication delays, packet dropping, and information hacking, duplicate injection to do so many activities to destroy the security. Based on the communication data analysis and features are non-identified and difficult to find the malicious activities. So the development of cyber security needs advancement to find the attackers based on the communication breaking activities. To resolve this problem, we propose a Spectral entity feature selection based Cyber Crypto Proof Security Protocol (C2PSP) to improve the cyber security. The Defect Scaling Rate (DSR) is used to estimate the communication defect rate. By marginalize the scaling rate using Spectral entity feature selection approach (SEFSA) is applied to select the features and trained to identify with Artificial neural network classifier (ANN). Based on the attack principles and activities in communication medium, the Cyber Crypto Proof Security Protocol (C2PSP) is applied to ensure the security verification and validation to process the data safer and securely. The proposed system produce high performance compared to other system as well to identify the malicious activities to improve the security against the cyber-attacks
Publisher
Mesopotamian Academic Press
Subject
Polymers and Plastics,Chemical Engineering (miscellaneous),General Engineering,General Materials Science,Electrical and Electronic Engineering,Materials Chemistry,Polymers and Plastics,Biomedical Engineering,Renewable Energy, Sustainability and the Environment,General Chemistry,Electronic, Optical and Magnetic Materials,Materials Chemistry,Polymers and Plastics,Materials Chemistry,Polymers and Plastics,Ceramics and Composites,Materials Chemistry,Polymers and Plastics,General Chemistry,Polymers and Plastics,General Chemical Engineering,General Chemistry,General Engineering,Polymers and Plastics,Organic Chemistry
Cited by
1 articles.
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