Separation of benign and malicious network events for accurate malware family classification.
Hesham MekkyAziz MohaisenZhi-Li ZhangPublished in: CNS (2015)
Keyphrases
- classification accuracy
- detecting malicious
- accurate classification
- pattern recognition
- malware detection
- feature vectors
- detect malicious
- classification algorithm
- machine learning
- end hosts
- feature extraction
- malicious code
- support vector machine
- image classification
- event detection
- network traffic
- reverse engineering
- supervised learning
- feature set
- support vector
- classification method
- network structure
- computer networks
- network security
- support vector machine svm
- text classification
- semi supervised
- training set
- web pages
- learning algorithm