Direct Batch Growth Hierarchical Self-Organizing Mapping Based on Statistics for Efficient Network Intrusion Detection

IEEE Access ◽

10.1109/access.2020.2976810 ◽

2020 ◽

Vol 8 ◽

pp. 42251-42260

Author(s):

Xiaofei Qu ◽

Lin Yang ◽

Kai Guo ◽

Meng Sun ◽

Linru Ma ◽

...

Keyword(s):

Intrusion Detection ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Batch Growth ◽

Self Organizing

Download Full-text

Network Intrusion Detection Based on Dynamic Self-Organizing Map

Proceedings of the 2nd International Conference on Green Communications and Networks 2012 (GCN 2012): Volume 1 - Lecture Notes in Electrical Engineering ◽

10.1007/978-3-642-35419-9_23 ◽

2013 ◽

pp. 189-198

Author(s):

Baoping Gu ◽

Hongyan Guo

Keyword(s):

Intrusion Detection ◽

Network Intrusion Detection ◽

Self Organizing Map ◽

Network Intrusion ◽

Self Organizing

Download Full-text

Applying Variable Coe_cient functions to Self-Organizing Feature Maps for Network Intrusion Detection on the 1999 KDD Cup Dataset

Procedia Computer Science ◽

10.1016/j.procs.2012.01.069 ◽

2012 ◽

Vol 8 ◽

pp. 333-337 ◽

Author(s):

Charlie Obimbo ◽

Matthew Jones

Keyword(s):

Intrusion Detection ◽

Network Intrusion Detection ◽

Feature Maps ◽

Network Intrusion ◽

Self Organizing

Download Full-text

An Adaptive Growing Hierarchical Self Organizing Map for Network Intrusion Detection

2010 Proceedings of 19th International Conference on Computer Communications and Networks ◽

10.1109/icccn.2010.5560165 ◽

2010 ◽

Author(s):

Dennis Ippoliti ◽

Xiaobo Zhou

Keyword(s):

Intrusion Detection ◽

Network Intrusion Detection ◽

Self Organizing Map ◽

Network Intrusion ◽

Self Organizing

Download Full-text

Self-organizing feature maps for User-to-Root and Remote-to-Local network intrusion detection on the KDD Cup 1999 dataset

2011 World Congress on Internet Security (WorldCIS-2011) ◽

10.1109/worldcis17046.2011.5749879 ◽

2011 ◽

Author(s):

Ryan Wilson ◽

Charlie Obimbo

Keyword(s):

Intrusion Detection ◽

Local Network ◽

Network Intrusion Detection ◽

Feature Maps ◽

Network Intrusion ◽

Self Organizing

Download Full-text

Improvements on Self-Organizing Feature Maps for User-to-Root and Remote-to-Local Network Intrusion Detection on the 1999 KDD Cup Dataset

International Journal for Information Security Research ◽

10.20533/ijisr.2042.4639.2012.0016 ◽

2012 ◽

Vol 2 (2) ◽

pp. 132-139 ◽

Author(s):

Ryan Wilson ◽

Charlie Obimbo

Keyword(s):

Intrusion Detection ◽

Local Network ◽

Network Intrusion Detection ◽

Feature Maps ◽

Network Intrusion ◽

Self Organizing

Download Full-text

Growing Hierarchical Self-Organizing Map for Alarm Filtering in Network Intrusion Detection Systems

New Technologies, Mobility and Security ◽

10.1007/978-1-4020-6270-4_58 ◽

2007 ◽

pp. 631-631

Author(s):

Ahmad FAOUR ◽

Philippe LERAY ◽

Bassam ETER

Keyword(s):

Intrusion Detection ◽

Intrusion Detection Systems ◽

Network Intrusion Detection ◽

Self Organizing Map ◽

Detection Systems ◽

Network Intrusion ◽

Network Intrusion Detection Systems ◽

Self Organizing

Download Full-text

Integration of Self-Organizing Map (SOM) and Kernel Density Estimation (KDE) for network intrusion detection

10.1117/12.834890 ◽

2009 ◽

Author(s):

Yuan Cao ◽

Haibo He ◽

Hong Man ◽

Xiaoping Shen

Keyword(s):

Intrusion Detection ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Network Intrusion Detection ◽

Self Organizing Map ◽

Network Intrusion ◽

Self Organizing

Download Full-text

Implementation of Network Intrusion Detection System Using Soft Computing Algorithms (Self Organizing Feature Map and Genetic Algorithm)

Journal of Information Security ◽

10.4236/jis.2019.101001 ◽

2019 ◽

Vol 10 (01) ◽

pp. 1-24 ◽

Author(s):

Joël T. Hounsou ◽

Thierry Nsabimana ◽

Jules Degila

Keyword(s):

Genetic Algorithm ◽

Intrusion Detection ◽

Soft Computing ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Feature Map ◽

Network Intrusion ◽

Network Intrusion Detection System ◽

Self Organizing

Download Full-text

Application of Self-organizing Feature Map Neural Network Based on K-means Clustering in Network Intrusion Detection

Computers Materials & Continua ◽

10.32604/cmc.2019.03735 ◽

2019 ◽

Vol 61 (1) ◽

pp. 275-288 ◽

Author(s):

Tan Ling ◽

Li Chong ◽

Xia Jingming ◽

Cao Jun

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Network Intrusion Detection ◽

Feature Map ◽

Network Intrusion ◽

Self Organizing

Download Full-text

Network intrusion detection cognitive task analysis: Textual and visual tool usage and recommendations

PsycEXTRA Dataset ◽

10.1037/e577592012-011 ◽

2006 ◽

Author(s):

Ramona Su Thompson ◽

Esa M. Rantanen ◽

William Yurcik

Keyword(s):

Intrusion Detection ◽

Task Analysis ◽

Cognitive Task ◽

Cognitive Task Analysis ◽

Network Intrusion Detection ◽

Visual Tool ◽

Network Intrusion

Download Full-text