Evolving Advanced Persistent Threat Detection using Provenance Graph and Metric Learning.
Gbadebo AyoadeKhandakar Ashrafi AkbarPracheta SahooYang GaoAnmol AgarwalKangkook JeeLatifur KhanAnoop SinghalPublished in: CNS (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise similarities
- pairwise
- machine learning and pattern recognition
- dimensionality reduction
- semi supervised clustering
- multi task
- learning tasks
- distance function
- feature space
- mahalanobis metric
- metadata
- data analysis
- subject to linear constraints
- e learning
- graph model
- background knowledge
- learning experience
- object detection
- support vector