Scalable Telemetry Classification for Automated Malware Detection.
Jack W. StokesJohn C. PlattHelen J. WangJoe FaulhaberJonathan KellerMady MarinescuAnil ThomasMarius GheorghescuPublished in: ESORICS (2012)
Keyphrases
- malware detection
- automated classification
- classification accuracy
- classification algorithm
- feature extraction
- pattern recognition
- support vector
- decision trees
- feature space
- text classification
- lightweight
- support vector machine svm
- malicious executables
- training set
- pairwise
- high dimensional
- feature vectors
- object recognition
- supervised learning
- image classification