50 citations · 152 across the 15 of their papers we have counts for
15 papers
Intelligent Knowledge Distribution: Constrained-Action POMDPs for Resource-Aware Multi-Agent Communication
Michael C. Fowler, T. Charles Clancy, Ryan K. Williams
This paper addresses a fundamental question of multi-agent knowledge distribution: what information should be sent to whom and when, with the limited resources available to each ag…
Intrusion Detection System for Applications using Linux Containers
Amr S. Abed, Charles Clancy, David S. Levy
Linux containers are gaining increasing traction in both individual and industrial use, and as these containers get integrated into mission-critical systems, real-time detection of…
Applying Bag of System Calls for Anomalous Behavior Detection of Applications in Linux Containers
Amr S. Abed, T. Charles Clancy, David S. Levy
In this paper, we present the results of using bags of system calls for learning the behavior of Linux containers for use in anomaly-detection based intrusion detection system. By…
Recurrent Neural Radio Anomaly Detection
Timothy J O'Shea, T. Charles Clancy, Robert W. McGwier
We introduce a powerful recurrent neural network based method for novelty detection to the application of detecting radio anomalies. This approach holds promise in significantly in…
Learning to Communicate: Channel Auto-encoders, Domain Specific Regularizers, and Attention
Timothy J O'Shea, Kiran Karra, T. Charles Clancy
We address the problem of learning efficient and adaptive ways to communicate binary information over an impaired channel. We treat the problem as reconstruction optimization throu…
Three-dimensional (3D) Channel Modeling between Seaborne MIMO Radar and MIMO Cellular System
Awais Khawar, Ahmed Abdelhadi, T. Charles Clancy
Sharing radar spectrum with communication systems is an emerging area of research. Deploying commercial wireless communication services in radar bands give wireless operators the m…