Evaluating Classifiers' Performance to Detect Attacks in Website Traffic.
Daniel UrdaNuño BasurtoMeelis KullÁlvaro HerreroPublished in: CISIS-ICEUTE (2022)
Keyphrases
- website
- normal traffic
- worm detection
- network traffic
- network attacks
- traffic analysis
- training data
- detecting malicious
- ddos attacks
- denial of service attacks
- intrusion detection
- detection algorithm
- decision trees
- detect malicious
- dos attacks
- feature set
- support vector
- anomaly detection
- web pages
- linear classifiers
- denial of service
- machine learning algorithms
- web content
- network intrusion detection
- training samples
- security threats
- stepping stones
- traffic patterns
- training set
- malicious traffic
- train a support vector machine
- website design
- watermarking scheme
- classifier combination
- traffic flow
- real time
- classification algorithm
- class labels
- test set
- detection method
- web applications
- feature selection