Neural networks in statistical anomaly intrusion detection

Neural Network World

Volumn 11, Issue 3, 2001, Pages 305-316

  Zhang, Z ^a   Manikopoulos, C ^a  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Backpropagation; Fuzzy ARTMAP; Intrusion detection; Neural network classification; Perceptron; Perceptron backpropagation hybrid; Radial based function; Security; Statistical anomaly detection

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; FUZZY SETS; MATHEMATICAL MODELS; PROBABILITY DISTRIBUTIONS; REAL TIME SYSTEMS; SECURITY OF DATA; STATISTICAL METHODS;

ANOMALY INTRUSION DETECTION SYSTEMS;

RADIAL BASIS FUNCTION NETWORKS;

EID: 0034925748     PISSN: 12100552     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. NetSTAT: A network-based intrusion detection approach
2. A data mining framework for building intrusion detection models
3. Neural networks applied in intrusion detection system
4. Neural net nonlinear prediction for speech data
5. Detecting anomalous and unknown intrusions against programs
6. A hierarchical anomaly network intrusion detection system using neural network classification
7. Fuzzy ARTMAP: An adaptive resonance architecture for incremental learning of analog maps