2 papers
cs.CR2018
Anomaly Detection in Cyber Network Data Using a Cyber Language Approach
Bartley D. Richardson, Benjamin J. Radford, Shawn E. Davis +2
As the amount of cyber data continues to grow, cyber network defenders are faced with increasing amounts of data they must analyze to ensure the security of their networks. In addi…
cs.CR2018
Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic
Benjamin J. Radford, Bartley D. Richardson, Shawn E. Davis
We evaluate methods for applying unsupervised anomaly detection to cybersecurity applications on computer network traffic data, or flow. We borrow from the natural language process…