3 papers
cs.LG2019
Physics Enhanced Data-Driven Models with Variational Gaussian Processes
Daniel L. Marino, Milos Manic
Centuries of development in natural sciences and mathematical modeling provide valuable domain expert knowledge that has yet to be explored for the development of machine learning…
cs.CR2018
On Critical Infrastructures, Their Security and Resilience - Trends and Vision
Craig Rieger, Milos Manic
This short paper is presented in observance and promotion of November, the National Month of Critical Infrastructure Security and Resilience (CISR), established by the United State…
cs.LG2018
An Adversarial Approach for Explainable AI in Intrusion Detection Systems
Daniel L. Marino, Chathurika S. Wickramasinghe, Milos Manic
Despite the growing popularity of modern machine learning techniques (e.g. Deep Neural Networks) in cyber-security applications, most of these models are perceived as a black-box f…