Contextual Weisfeiler-Lehman graph kernel for malware detection.
Annamalai NarayananGuozhu MengYang LiuJinliang LiuLihui ChenPublished in: IJCNN (2016)
Keyphrases
- graph kernels
- malware detection
- anomaly detection
- structured data
- malicious executables
- gaussian processes
- kernel function
- kernel methods
- contextual information
- link prediction
- data representation
- kernel machines
- similarity matrix
- pairwise
- machine learning
- information extraction
- dimensionality reduction
- databases
- graph data
- social networks
- learning algorithm