Title :
Register flooding attacks detection in IP multimedia subsystems by using adaptive z-score CUSUM algorithm
Author :
Nosrati, Elham ; Kashi, Aazar Saadaat ; Darabian, Yashar ; Tonekaboni, S. Navid Hashemi
Author_Institution :
Dept. of Electr. Eng., Azad Univ., Tehran, Iran
Abstract :
IP Multimedia Subsystems (IMS) is the core of Next Generation Network (NGN) which provides high quality combination of different multimedia services. Although IMS open core architecture has made it an easy access network for clients, it has result in some security weaknesses and vulnerabilities, by which attacks and threats try to enter network. Denial of service attacks (DoS), prevent legitimate users from using services by overloading network resources. These attacks are usually based on sending flooding packets by spoofed IP addresses and are called Distributed Denial of Service (DDoS), these attacks can be generated through REGISTER messages that are followed by heavy weighted process of registration in Call Session Control Function (CSCF) entities. In this paper an adaptive CUSUM algorithm is proposed which can differ peak time traffic from attack traffic and detect flooding attacks with low values of False Alarm Rates (FAR) and of Detection Delays (DD) and Detection Time (DT).
Keywords :
IP networks; computer network security; control charts; multimedia communication; next generation networks; radio access networks; telecommunication traffic; IMS open core architecture; IP multimedia subsystem; access network; adaptive z-score CUSUM algorithm; call session control function; detection delay; detection time; distributed denial of service attack traffic; false alarm rate; flooding packet; multimedia service; next generation network resource; peak time traffic; quality combination; register flooding attack detection; register message; spoofed IP address; Adaptive algorithms; Computer crime; Floods; IP networks; Multimedia communication; Registers; CUSUM; DDoS; Flooding attacks;
Conference_Titel :
Information Technology and Multimedia (ICIM), 2011 International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-0988-3
DOI :
10.1109/ICIMU.2011.6122765