@inproceedings{114b96448bb24391b609652126dee7ac,
title = "Intrusion Detection Method Based on Improved Sparrow Algorithm and Optimized SVM",
abstract = "With the rapid growth of network data traffic, Intrusion detection systems are more and more complicated in detecting attacks and anomalies. Support Vector Machine(SVM) is a major classifier that performs consistently well for the validity of IDS on network security defense. In this paper, we propose a new SVM intrusion detection method based on improved sparrow optimization algorithm. It aims to solve the problem that sparrow search algorithm (SSA) lacks in the ability of jumping from local optimization solution. The simulation results on KDD99 data set show that our proposed method has better effects than other methods.",
keywords = "Intrusion detection, Sparrow search Algorithm, Swarm intelligence optimization",
author = "Zechao Liu and Ran Shi and Mingyu Lei and Yulin Wu",
note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 4th International Conference on Data Intelligence and Security, ICDIS 2022 ; Conference date: 24-08-2022 Through 26-08-2022",
year = "2022",
doi = "10.1109/ICDIS55630.2022.00012",
language = "英语",
series = "Proceedings - 2022 4th International Conference on Data Intelligence and Security, ICDIS 2022",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "27--30",
booktitle = "Proceedings - 2022 4th International Conference on Data Intelligence and Security, ICDIS 2022",
address = "美国",
}