Detection of Distributed Denial of Service Attacks Using Statistical Pre-processor and Unsupervised Neural Networks.
Rasool JaliliFatemeh Imani-MehrMorteza AminiHamid Reza ShahriariPublished in: ISPEC (2005)
Keyphrases
- neural network
- distributed denial of service attacks
- detection method
- competitive learning
- unsupervised learning
- data driven
- detection algorithm
- object detection
- pattern recognition
- statistical analysis
- false positives
- fuzzy logic
- artificial neural networks
- multilayer perceptron
- anomaly detection
- back propagation
- detection rate
- associative memory
- neural nets
- false alarms
- genetic algorithm