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