DDoS Attack Detection Using Moment in Statistics with Discriminant Analysis
Journal Title: International Journal of the Computer, the Internet and Management - Year 2017, Vol 25, Issue 1
Abstract
The research objectives are to create discriminant analysis functions using moment of aggregate traffic packets on victims to classifying attack situations and detect DDoS attacks on the network. To simulate the network model, the DDoS attack simulation model over wired networks was conducted to keep data packets from the victim and then analyze to find the attributes from the attack. In order to achieve a more accurate classification, discriminant analysis was used to find the characteristics of harmful traffic. In this research, the discriminant analysis function was created by using four moments of the traffic. Accurately detection was found to at 92.5%.
Authors and Affiliations
Pradit Pitaksathienkul, Pongpisit Wuttidittachotti
Keywords
Related Articles
- EP ID EP597970
- DOI -
- Views 160
- Downloads 0
A Development of Constructionism Learning Skills Model for Internship Student Teachers in Thailand
This research has an objective to develop the constructionism learning skills model for internship student teachers in Thailand. The researcher has explored the model of teaching process and observing the experimental te...
Improving University Programme Recommender System Based on MBTI by Using Gradient Boosted Trees and Firefly Algorithm
Choosing a university major after school graduation is a tough question for an undecided student. These students could be qualified students or gifted students. Furthermore, the lack of guidance specialists is one of the...
E-Learning at Assumption University
The Graduate School of eLearning (GSeL) formerly known as College of Internet Distance Education (CIDE) was established in 2002 within Assumption University whose purpose is to provide Internet based eLearning programs t...
Competitive Model of Orchid Exporters in Thailand
This research aims to: 1) Study a causal factor that influences the competitive ability of orchid exporters in Thailand, 2) To examine the Goodness of fit between the development of the Competitive Model of Orchid Export...
A General Framework for Performance Management Systems: Structure, Design, and Analysis
The research aimed to study Framework for performance management system: structure, design, and analysis, and working efficiency. Employees may spend their time on the job behaving in a variety of ways. The purpose of a...