Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams.
Aaron TuorSamuel KaplanBrian HutchinsonNicole NicholsSean RobinsonPublished in: AAAI Workshops (2017)
Keyphrases
- deep learning
- data streams
- insider threat
- unsupervised learning
- deep architectures
- weakly supervised
- deep belief networks
- restricted boltzmann machine
- unsupervised feature learning
- machine learning
- semi supervised
- anomaly detection
- object detection
- mental models
- supervised learning
- data sets
- database systems
- security architecture
- image segmentation
- decision making