Ellyn Ayton

Photo of Ellyn Ayton

Data Sciences and Analytics -Pacific Northwest National Laboratory
Richland, Washington, United States

Ellyn Ayton is a Data Scientist at PNNL. She received her Master’s in Computer Science from Western Washington University. Her research areas of interest include deep learning and its many applications, such as detecting digital deception. She contributes to projects that use NLP to extract predictive signals from open source data, evaluates the effectiveness of causal mechanisms in machine learning models, and develops methods of interpretability and explain ability of black-box deep learning models.

Quill Logo

The definitive publication for the best and latest research and analysis on information warfare, information operations, and cyber crime. Available in traditional hard copy or online.


Get in touch

Registered Agent and Mailing Address

  • Journal of Information Warfare
  •  ArmisteadTEC
  • Dr Leigh Armistead, President
  • 1624 Wakefield Drive
  • Virginia Beach, VA 23455