A new network intrusion detection identification model research

CAR 2010 - 2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics

Volumn 2, Issue , 2010, Pages 9-12

  Tian, WenJie ^a   Liu, JiCheng ^a  

^a BEIJING UNION UNIVERSITY   (China)

Author keywords

Intrusion detection; Neural network; Particle swarm optimization algorithm; Reduction; Rough set

Indexed keywords

DATA MINING TECHNIQUES; DATA SETS; DETECTION ACCURACY; FASTER CONVERGENCE; IDENTIFICATION MODEL; INTRUSION DETECTION METHOD; INTRUSION DETECTION SYSTEMS; KEY PARTS; MACHINE-LEARNING; NETWORK INTRUSION DETECTION; NOVEL STRUCTURES; PARTICLE SWARM OPTIMIZATION ALGORITHM; ROUGH SET; SECURITY SERVICES; SELF-LEARNING;

ALGORITHMS; COMPUTER CRIME; DATA MINING; INFORMATION SCIENCE; NEURAL NETWORKS; PARTICLE SWARM OPTIMIZATION (PSO); ROBOTICS; ROUGH SET THEORY;

INTRUSION DETECTION;

EID: 77953030764     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CAR.2010.5456628     Document Type: Conference Paper

References (6)

1. Luan Qinglin, Lu Huibin, "Research of intrusion detection based on neural network optimized by adaptive genetic algorithm", Computer Engineering and Design, vol. 29,no. 12, pp. 3022-3025, 2008.
2. JOO D, HON G T, HAN I, "The neural network models for IDS based on the asymmetric cost s of false negative errors and false positive errors, Expert System with Applications, vol. 25, no.1, pp. 69-75, 2003.
3. J.Kennedy, R.C.Eberhart, "Particle Swarm Optimization, Proc IEEE International Conference on Neural Networks," IEEE Service Center, Piscataway, 1995,NJ, pp.1942-1948.
4. D.W. Guo, C.G. Zhou and M. Liu, A hero evolutionary algorithm hybridizing from PSO and GA, Computational Methods, 2006, pp.1075-1080.
5. Shi Y, R. Eberhart, "A Modified Particle Swarm Optimizer," IEEE World Congress on Computation Intelligence, pp.69-73,1998.
6. KDD99 Cup dataset, http://kdd.ics.uci.edu/ databases/kddcup99/kddcup99. html.1999 [DB/OL]