Research Paper | Computer Science & Engineering | India | Volume 3 Issue 11, November 2014
Review on Intrusion Detection Using Fuzzy ARTMAP with Feature Selection Technique
Swati Sonawale, Roshani Ade
Considerable research work have been conducted towards Intrusion Detection Systems (IDSs) as well as feature selection. IDS guard a system from attack, misuse, and compromise. It can also screen network activity. Network traffic observing and extent is increasingly regarded as an vital role for understanding and improving the performance and security of our cyber infrastructure. In this research we have proposed framework by using advance feature selection technique & by using dimensionality reduction technique we can reduce IDS data then applying Fuzzy ARTMAP classifier we can find intrusions so that we get accurate results within less time. This technique is very efficient as it saves time as well as storage space.
Keywords: Feature Selection, Intrusion, Redundancy, Fuzzy ARTMAP
Edition: Volume 3 Issue 11, November 2014
Pages: 1215 - 1218
How to Cite this Article?
Swati Sonawale, Roshani Ade, "Review on Intrusion Detection Using Fuzzy ARTMAP with Feature Selection Technique", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT141147, Volume 3 Issue 11, November 2014, 1215 - 1218
46 PDF Views | 40 PDF Downloads
Similar Articles with Keyword 'Feature Selection'
A Technique to Combine Feature Selection with Instance Selection for Effective Bug Triage
Suvarna Kale, Ajay Kumar Gupta
Improved Fuzzy Rule Based Classification System Using Feature Selection and Bagging for Large Datasets
Akil Kumar A., Mithunkumar P., Kiruthiga R., Anitha R., V. Priya
A Study on Nature - Inspired Approach of Face Recognition
Discriminative Feature Selection by Nonparametric Way with Cluster Validation
Choudari Anantha, Dharmaiah Devarapalli
Improving Software Quality Using Two Stage Cost Sensitive Learning
Similar Articles with Keyword 'Intrusion'
EAACK-An Innovative Intrusion Detection System for MANET using Digital Signature
Prof. G. M.Bhandari, Swati Pawar, Varsha Zaware, Ujjawala Bankar
Attack Detection and Mitigation for AGC
Pooja A Kulkarni, Harshal A Karande
Implementation and Analysis of DoS Attack Detection Algorithms
Rupesh Jaiswal, Dr. Shashikant Lokhande, Aditya Gulavani
Graph-based Attack Detection in Cloud using KDD CUP 99 Dataset
Swapnali G. Game, S. B. Natikar
An Efficient Approach of Network Intrusion Detection and Countermeasure Selection in Virtual Network Systems
Shaik Shanawaz, K. Thyagarajan
Similar Articles with Keyword 'Redundancy'
A Novel Routing Based Path Planning Using RSU and OBU for Time Critical Information Sharing
Dr. Raafiya Gulmeher, Javeriya Shabnam
Voice over Internet Protocol (VoIP) Based IP PBX System Design
Sonali Golhar, V. S. Dhamdhere
A Review On Digital Video Watermarking Using DWT
Shweta Sharma, Sarika Chaudhary
Scalable Key Termed Based Search System: Experimental Results and Analysis
Bhagyashree Deshmukh, Shyam Gupta
Clustering Medical Data Using Subspace and Parallel Approximation Algorithm
B. Thenmozhi, P. Shanthi