Detecting malware with graph-based methods: traffic classification, botnets, and facebook scams.
Michalis FaloutsosPublished in: WWW (Companion Volume) (2013)
Keyphrases
- classification method
- preprocessing
- machine learning methods
- classification systems
- pattern recognition
- benchmark datasets
- text classification
- classification models
- benchmark data sets
- data sets
- social media
- robust classification
- accurate classification
- model selection
- classification accuracy
- cross validation
- significant improvement
- feature vectors
- network traffic
- support vector
- machine learning
- machine learning algorithms
- classification scheme
- density estimation
- social networking
- support vector machine
- neural network