Publication Type : Journal Article
Thematic Areas : TIFAC-CORE in Cyber Security
Publisher : Communications in Computer and Information Science
Source : Communications in Computer and Information Science, Springer Verlag, Volume 420 CCIS, Trivandrum, p.473-484 (2014)
ISBN : 9783642545245
Keywords : Artificial intelligence, Cloud computing, Cloud environments, Computer system firewalls, Confidential information, D S evidence theory, Internet, Intrusion detection, Intrusion prevention, Learning systems, Malicious activities, Network activities, Network security, Secure communications, Signal encoding, Smartphone securities, Smartphones
Campus : Coimbatore
School : Centre for Cybersecurity Systems and Networks, School of Engineering
Center : TIFAC CORE in Cyber Security
Department : Computer Science, cyber Security
Verified : Yes
Year : 2014
Abstract : Internet usage via smartphones becomes higher which catches the attention of malicious cyber attackers to target their cyber threats over smart phones. Data being sent out from phone carries as packets contains lots of private and confidential information about the user. This paper proposes and evaluates an enhanced security model and architecture to provide an Internet security as a service for the smartphone users. It uses a cloud environment, includes VPN Server for the secure communication and network-based IDS and IPS provided with different machine learning detectors to analyze the real-time network traffic and serves as a user-friendly firewall. We also propose a D-S Evidence theory of information fusion to enhance the accuracy of detecting the malicious activity. Empirical result suggests that the proposed framework is effective in detecting the anomaly network activity by malicious smartphones and intruders. © Springer-Verlag Berlin Heidelberg 2014.
Cite this Research Publication : V. A. Pandian and Dr. Gireesh K. T., “A Novel Cloud Based NIDPS for Smartphones”, Communications in Computer and Information Science, vol. 420 CCIS, pp. 473-484, 2014.