100 citations
4 papers
An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center
Sean Oesch, Robert Bridges, Jared Smith +5
Gartner, a large research and advisory company, anticipates that by 2024 80% of security operation centers (SOCs) will use machine learning (ML) based solutions to enhance their op…
Artificial Intelligence Based Malware Analysis
Avi Pfeffer, Brian Ruttenberg, Lee Kellogg +12
Artificial intelligence methods have often been applied to perform specific functions or tasks in the cyber-defense realm. However, as adversary methods become more complex and dif…
Optimal transport on wireless networks
Yong Yu, Bogdan Danila, John A. Marsh +1
We present a study of the application of a variant of a recently introduced heuristic algorithm for the optimization of transport routes on complex networks to the problem of findi…
Transport optimization on complex networks
Bogdan Danila, Yong Yu, John A. Marsh +1
We present a comparative study of the application of a recently introduced heuristic algorithm to the optimization of transport on three major types of complex networks. The algori…