Low-Rate DoS Attack Detection Based on Two-Step Cluster Analysis.
Dan TangRui DaiLiu TangSijia ZhanJianping ManPublished in: ICICS (2018)
Keyphrases
- low rate
- cluster analysis
- dos attacks
- high rate
- denial of service
- network security
- lightweight
- false negative
- false alarms
- categorical data
- false positives
- denial of service attacks
- clustering method
- ddos attacks
- data mining
- hierarchical latent class models
- k means
- clustering algorithm
- data mining techniques
- object detection
- cluster validity
- unsupervised learning
- anomaly detection
- data analysis
- detection algorithm
- detection rate
- intrusion detection
- mobile ad hoc networks
- detection method
- data processing
- data sources
- object recognition
- machine learning