Improving Accuracy of Intrusion Detection Model Using PCA and optimized SVM

CIT. Journal of Computing and Information Technology

Cherukuri, Aswani Kumar²  Ikram, Sumaiya Thaseen¹ 

[1] School of Computing Science and Engineering, VIT University, Chennai, Tamil Nadu, India;School of Information Technology and Engineering, VIT University, Vellore, Tamil Nadu, India

关键词: cross validation;    dimensionality reduction;    intrusion detection system;    principal component analysis;    radial basis function kernel;    ...;   

DOI  :  

学科分类：计算机科学（综合）

来源: Sveuciliste u Zagrebu

【 摘 要 】

Intrusion detection is very essential for providing security to different network domains and is mostly used for locating and tracing the intruders. There are many problems with traditional intrusion detection models (IDS) such as low...

【 授权许可】

Unknown