Low-Rate DoS Attack Detection Based on Improved Logistic Regression.
Yudong YanDan TangSijia ZhanRui DaiJingwen ChenNingbo ZhuPublished in: HPCC/SmartCity/DSS (2019)
Keyphrases
- low rate
- logistic regression
- dos attacks
- high rate
- denial of service
- chi square test
- network security
- lightweight
- false negative
- false alarms
- false positives
- denial of service attacks
- decision trees
- support vector
- naive bayes
- odds ratio
- logistic regression models
- loss function
- ddos attacks
- linear svm
- linear support vector machines
- detection method
- detection rate
- mobile ad hoc networks
- breast cancer
- detection algorithm
- intrusion detection
- anomaly detection
- network traffic
- mobile agents
- object detection
- training data