SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel.
Thomas CochranePeter FosterVarun ChhabraMaud LemercierTerry J. LyonsCristopher SalviPublished in: CSR (2021)
Keyphrases
- detection algorithm
- tree structure
- tree models
- tree construction
- tree nodes
- tree kernels
- tree structures
- binary tree
- binary trees
- detection method
- motion detection
- detection rate
- labeled trees
- tree crown
- detection accuracy
- tree edit distance
- feature detection
- leaf nodes
- classification trees
- tree structured data
- tree automata
- unordered trees
- rooted trees
- tree mining
- phylogenetic trees
- decision trees
- corner detection
- real time
- moving objects
- kernel function
- vehicle detection
- regression trees
- feature space
- outlier detection
- harris corner
- boundary detection
- tree patterns
- malware detection
- index structure
- internal nodes
- data streams
- fall detection
- r tree
- gene trees
- object detection
- motion estimation
- shot change detection