Anomalous Web Payload Detection: Evaluating the Resilience of 1-Grams Based Classifiers.
Sergio PastranaCarmen Torrano-GimenezHai Thanh NguyenAgustín OrfilaPublished in: IDC (2014)
Keyphrases
- anomaly detection
- website
- object detection
- web documents
- detecting anomalous
- web applications
- semantic web
- web mining
- detection algorithm
- adaboost classifier
- web pages
- training data
- detection method
- automatic detection
- network traffic
- web resources
- intrusion detection
- web data
- false alarms
- test set
- support vector machine classifier
- web users
- web content
- naive bayes
- training samples
- svm classifier
- false positives
- data sets
- fault tolerance
- high speed
- classification accuracy
- web technologies
- linear classifiers
- multiple classifiers
- support vector
- decision trees
- web services
- boosted classifiers