Intrusion Detection System Using Fuzzy Inference System
Journal Title: International Journal of Computer & organization Trends(IJCOT) - Year 2013, Vol 3, Issue 8
Abstract
Network security consists of the provisions and policies adopted by a network administrator to prevent and monitor unauthorized access or denial of a computer network and network accessible resources. Intrusions are the activities that violate the security policy of a system. An Intrusion detection system monitors network or system activities for malicious activities or policy violations and produces reports to a management station. Previously several machine learning algorithms such as neural network ,data mining and many more have been used to detect intrusion behaviour. In the proposed system we have designed fuzzy inference approach for effectively identifying the intrusion activities within a network. The proposed system uses Sugeno Fuzzy Inference system for generation of fuzzy rules and ANFIS editor for experimentation. The experimentation and evaluation of the proposed intrusion detection system are performed with KDDCup99Dataset and we can easily detect whether the records are normal or attack one
Authors and Affiliations
ANVBS Harikishan , P. Srinivasulu
Keywords
Related Articles
- EP ID EP141570
- DOI -
- Views 99
- Downloads 0
DAEMON Decisional Access in Emission Mechanism Of Networks
The Decisional access method of mining is a process of retrieving data with some assumption decision from the data bases which are inter connected with databases Many of the organizations are providing design of th...
Analysis of Brain Cancer and Nervous Cancer Population with Age and Brain Cancer Type in North America
This paper discuss about statistical representation of Brain Cancer in America. Brain cancer morbidity is high and treatment plans like chemotherapy, surgical resection of Tumor, Hyperthermia and Radio Surgery is k...
A Survey of Emerging ITU-TH.264 Video Encoding Standard
H.264/AVC is a recently completed video compression standard jointly developed by ITU-T and ISO MPEG standards committees. The standard is becoming more popular as it promises much higher compression than that possible w...
Performance Comparison of Eigen-faces vs. Fisher-faces for Face Recognition
Face recognition issue gained more interest recently due to its various applications and the demand of high security. In this paper two Face Recognition techniques, Eigen-faces commonly called Principal Component Analysi...
Fractal Image Compression & Algorithmic Techniques
Fractal image compression is a very advantageous technique based on the representation of an image by a contractive transform. Based on fractals Fractal compression is a lossy compression method for digital images. The m...