标题
A comprehensive survey and taxonomy of the SVM-based intrusion detection systems
作者
关键词
SVM, Anomaly, Multi-class SVM, Feature selection, Intrusion detection, PCA
出版物
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
Volume -, Issue -, Pages 102983
出版商
Elsevier BV
发表日期
2021-01-19
DOI
10.1016/j.jnca.2021.102983
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- A novel statistical technique for intrusion detection systems
- (2018) Enamul Kabir et al. Future Generation Computer Systems-The International Journal of eScience
- A novel weighted support vector machines multiclass classifier based on differential evolution for intrusion detection systems
- (2017) Abdulla Amin Aburomman et al. INFORMATION SCIENCES
- Fuzziness based semi-supervised learning approach for intrusion detection system
- (2017) Rana Aamir Raza Ashfaq et al. INFORMATION SCIENCES
- An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine
- (2017) M.R. Gauthama Raman et al. KNOWLEDGE-BASED SYSTEMS
- An effective intrusion detection framework based on SVM with feature augmentation
- (2017) Huiwen Wang et al. KNOWLEDGE-BASED SYSTEMS
- Real-time multi-agent system for an adaptive intrusion detection system
- (2017) Wathiq Laftah Al-Yaseen et al. PATTERN RECOGNITION LETTERS
- A novel SVM-kNN-PSO ensemble method for intrusion detection system
- (2016) Abdulla Amin Aburomman et al. APPLIED SOFT COMPUTING
- Building an Intrusion Detection System Using a Filter-Based Feature Selection Algorithm
- (2016) Mohammed A. Ambusaidi et al. IEEE TRANSACTIONS ON COMPUTERS
- An effective intrusion detection framework based on MCLP/SVM optimized by time-varying chaos particle swarm optimization
- (2016) Seyed Mojtaba Hosseini Bamakan et al. NEUROCOMPUTING
- High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning
- (2016) Sarah M. Erfani et al. PATTERN RECOGNITION
- An overview on semi-supervised support vector machine
- (2015) Shifei Ding et al. NEURAL COMPUTING & APPLICATIONS
- A hybrid method consisting of GA and SVM for intrusion detection system
- (2015) B. M. Aslahi-Shahri et al. NEURAL COMPUTING & APPLICATIONS
- Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems
- (2015) Hamid Bostani et al. SOFT COMPUTING
- A novel hybrid KPCA and SVM with GA model for intrusion detection
- (2014) Fangjun Kuang et al. APPLIED SOFT COMPUTING
- Selection of Candidate Support Vectors in incremental SVM for network intrusion detection
- (2014) Roshan Chitrakar et al. COMPUTERS & SECURITY
- A novel SVM by combining kernel principal component analysis and improved chaotic particle swarm optimization for intrusion detection
- (2014) Fangjun Kuang et al. SOFT COMPUTING
- Mining network data for intrusion detection through combining SVMs with ant colony networks
- (2013) Wenying Feng et al. Future Generation Computer Systems-The International Journal of eScience
- Enhancing SVM performance in intrusion detection using optimal feature subset selection based on genetic principal components
- (2013) Iftikhar Ahmad et al. NEURAL COMPUTING & APPLICATIONS
- Online Adaboost-Based Parameterized Methods for Dynamic Distributed Network Intrusion Detection
- (2013) Weiming Hu et al. IEEE Transactions on Cybernetics
- Laplacian smooth twin support vector machine for semi-supervised classification
- (2013) Wei-Jie Chen et al. International Journal of Machine Learning and Cybernetics
- An intelligent algorithm with feature selection and decision rules applied to anomaly intrusion detection
- (2012) Shih-Wei Lin et al. APPLIED SOFT COMPUTING
- Intelligent Agent-Based Intrusion Detection System Using Enhanced Multiclass SVM
- (2012) S. Ganapathy et al. Computational Intelligence and Neuroscience
- An efficient intrusion detection system based on support vector machines and gradually feature removal method
- (2011) Yinhui Li et al. EXPERT SYSTEMS WITH APPLICATIONS
- Optimized intrusion detection mechanism using soft computing techniques
- (2011) Iftikhar Ahmad et al. TELECOMMUNICATION SYSTEMS
- Incremental SVM based on reserved set for network intrusion detection
- (2010) Yang Yi et al. EXPERT SYSTEMS WITH APPLICATIONS
- A novel intrusion detection system based on hierarchical clustering and support vector machines
- (2010) Shi-Jinn Horng et al. EXPERT SYSTEMS WITH APPLICATIONS
- Anomaly detection combining one-class SVMs and particle swarm optimization algorithms
- (2010) Jiang Tian et al. NONLINEAR DYNAMICS
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now