Malicious web page detection based on on-line learning algorithm.
Wen ZhangYuxin DingYan TangBin ZhaoPublished in: ICMLC (2011)
Keyphrases
- learning algorithm
- web pages
- search engine
- website
- false positives
- page segmentation
- detection accuracy
- web documents
- detection algorithm
- supervised learning
- object detection
- false alarms
- automatic detection
- learning models
- detection rate
- machine learning algorithms
- batch mode
- machine learning
- anomaly detection
- training data
- neural network
- training samples
- web search
- multi class
- web data
- artificial neural networks
- generalization ability
- keywords
- information retrieval
- web page classification
- malicious behavior
- normal traffic