3 papers
cs.LG2022
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models
Nathan Vaska, Kevin Leahy, Victoria Helus
Increasing the semantic understanding and contextual awareness of machine learning models is important for improving robustness and reducing susceptibility to data shifts. In this…
cs.AI2022
Knowledge-Integrated Informed AI for National Security
Anu K. Myne, Kevin J. Leahy, Ryan J. Soklaski
The state of artificial intelligence technology has a rich history that dates back decades and includes two fall-outs before the explosive resurgence of today, which is credited la…
cs.CR2018
Towards Differential Privacy for Symbolic Systems
Austin Jones, Kevin Leahy, Matthew Hale
In this paper, we develop a privacy implementation for symbolic control systems. Such systems generate sequences of non-numerical data, and these sequences can be represented by wo…