Title :
High speed classification of vulnerabilities in cloud computing using collaborative network security management
Author :
Krishnakumar, L. ; Varughese, Nisha Mariam
Author_Institution :
Dept. of Comput. Sci. & Eng., Nehru Inst. of Technol., Coimbatore, India
Abstract :
Security in open network is one of the major challenges with concerns such as Internet worms, Botnet, Phishing and Flooding attacks. To address the security problems collaborative network security management system is introduced with collaborative Unified Threat Management (UTM), traffic prober and cloud based security center. The security center can instruct each collaborative UTM and prober to collect raw traffic and this huge traffic is given to the data center which classifies the data in parallel. Security center will deeply analyze the classified data and generates new security rules. These security rules are carried out by collaborative UTM and the feedback events of such rules are given back to the security center. The cloud storage is used to store the huge amount of internet traffic data and then processing it with cloud computing platform to detect the malicious attacks. Security center analyze the data and when any attack is detected it will generate new rules. These rules are given to the network and feedback is evaluated. Then it will remove the invalid rules to make the system more efficient and reliable.
Keywords :
cloud computing; computer centres; computer crime; invasive software; pattern classification; telecommunication traffic; Internet traffic data; Internet worms; UTM; botnet; cloud based security center; cloud computing; collaborative network security management; data center; flooding attacks; high speed vulnerabilities classification; malicious attacks; open network; phishing; traffic prober; unified threat management; Cloud computing; Collaboration; Collaborative work; Computers; Optimization; Security; ACO optimization; anti-botnet; anti-flooding; anti-phishing; collaborative network security management;
Conference_Titel :
Advanced Computing and Communication Systems (ICACCS), 2013 International Conference on
Conference_Location :
Coimbatore
DOI :
10.1109/ICACCS.2013.6938705