Classifier System in Cloud Environment to Detect Denial of Service Attack
Wafa apos SlaibiAlsharafat · International Journal of Computer Applications · 2014
Cloud Computing is a modernize computer services in 21 century.This system has some of similarities with distributed systems, through using network environment features.Therefore the security requirement is one of most critical issues in this type of environment.Because of vast number of online users over network with times, the possibility for attacker or malicious actions to perform destruction actions becomes profitable and worthy.One of the major security encounters and challenges in cloud environment is the detection of possible attempts of attacks.For detecting these malicious activities especially Denial of Service ( DoS) attack, this paper will propose Learning Classifier System for Intrusion Detection System (LCS-IDS) to detect DoS in cloud environment attacks by taking advantage of learning from attacks themselves and simulate possible DoS attacks through Genetic Algorithm, generator, to rise detection rate compared with other systems in this field.