A Confidence Interval Based Filtering Against DDoS Attack in Cloud Environment

Author:

Haddadi Mohamed1,Beghdad Rachid1

Affiliation:

1. Département d'Informatique, Faculté des Sciences Exactes, Université de Bejaia, Bejaia, Algeria

Abstract

Distributed denial of service (DDoS) attacks have become a serious danger against the availability of services in cloud computing environment. Current defending mechanisms cannot detect DDoS attacks with high accuracy. This is mainly due to the fact that the unrealistic value of the studied variables was used. In view of this problem, the authors propose a novel approach called confidence interval-based filtering (CIF) to detect DDoS attacks. The proposed approach is implemented using VMware and JAVA applications. The simulation results showed that CIF outperforms the existing approaches in terms of detection rate and false negative and positive rates with an acceptable computation time.

Publisher

IGI Global

Subject

Information Systems

Reference26 articles.

1. Cloud computing security management.;S. A.Almulla;2010 Second International Conference on Engineering System Management and Applications,2010

2. Detecting the Origin of DDoS Attacks in OpenStack Cloud Platform Using Data Mining Techniques

3. Securing Cloud Servers Against Flooding Based DDOS Attacks

4. Packet monitoring approach to prevent DDoS attack in cloud computing.;V.Chouhan;Int. J. Comput. Sci. Electr. Eng.,2013

5. A confidence-based filtering method for DDoS attack defense in cloud environment

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