An intrusion detection algorithm based on bag representation with ensemble support vector machine in cloud computing

Dynamic Deep Forest: An Ensemble Classification Method for Network Intrusion Detection

(2019) Bo Hu et al.   Electronics

Dimensionality reduction with IG-PCA and ensemble classifier for network intrusion detection

(2018) Fadi Salo et al.   Computer Networks

An effective intrusion detection framework based on SVM with feature augmentation

(2017) Huiwen Wang et al.   KNOWLEDGE-BASED SYSTEMS

A Survey of Predictive Modeling on Imbalanced Domains

(2016) Paula Branco et al.   ACM COMPUTING SURVEYS

Towards a multi-layers anomaly detection framework for analyzing network traffic

(2016) Bo Li et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Bypassing system calls-based intrusion detection systems

(2016) Ishai Rosenberg et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

A novel feature-selection approach based on the cuttlefish optimization algorithm for intrusion detection systems

(2015) Adel Sabry Eesa et al.   EXPERT SYSTEMS WITH APPLICATIONS

CANN: An intrusion detection system based on combining cluster centers and nearest neighbors

(2015) Wei-Chao Lin et al.   KNOWLEDGE-BASED SYSTEMS

Density approach: a new model for BigData analysis and visualization

(2014) Jinson Zhang et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

A novel intrusion detection system based on feature generation with visualization strategy

(2014) Bin Luo et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel hybrid intrusion detection method integrating anomaly detection with misuse detection

(2013) Gisung Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Effects-based feature identification for network intrusion detection

(2013) Panos Louvieris et al.   NEUROCOMPUTING

Anomaly intrusion detection based on PLS feature extraction and core vector machine

(2012) Xu-sheng Gan et al.   KNOWLEDGE-BASED SYSTEMS

An efficient intrusion detection system based on support vector machines and gradually feature removal method

(2011) Yinhui Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mutual information-based feature selection for intrusion detection systems

(2011) Fatemeh Amiri et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

New class-dependent feature transformation for intrusion detection systems

(2011) Mehdi Mohammadi et al.   Security and Communication Networks

A preliminary two-stage alarm correlation and filtering system using SOM neural network and K-means algorithm

(2010) Gina C. Tjhai et al.   COMPUTERS & SECURITY

A novel intrusion detection system based on hierarchical clustering and support vector machines

(2010) Shi-Jinn Horng et al.   EXPERT SYSTEMS WITH APPLICATIONS

On strategies for imbalanced text classification using SVM: A comparative study

(2009) Aixin Sun et al.   DECISION SUPPORT SYSTEMS

Layered Approach Using Conditional Random Fields for Intrusion Detection

(2008) K.K. Gupta et al.   IEEE Transactions on Dependable and Secure Computing

Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection

(2008) G KOU et al.   INFORMATION SCIENCES