Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams.
Aaron TuorSamuel KaplanBrian HutchinsonNicole NicholsSean RobinsonPublished in: CoRR (2017)
Keyphrases
- deep learning
- data streams
- insider threat
- unsupervised learning
- deep architectures
- weakly supervised
- restricted boltzmann machine
- unsupervised feature learning
- data sets
- deep belief networks
- machine learning
- object detection
- semi supervised
- anomaly detection
- sensor networks
- mental models
- supervised learning
- security architecture
- object class
- pairwise
- object recognition