63 citations · 73 across the 5 of their papers we have counts for
5 papers
AI ATAC 1: An Evaluation of Prominent Commercial Malware Detectors
Robert A. Bridges, Brian Weber, Justin M. Beaver +11
This work presents an evaluation of six prominent commercial endpoint malware detectors, a network malware detector, and a file-conviction algorithm from a cyber technology vendor.…
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…
Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection
Robert A. Bridges, Sean Oesch, Miki E. Verma +12
In this paper, we present a scientific evaluation of four prominent malware detection tools to assist an organization with two primary questions: To what extent do ML-based tools a…
Forming IDEAS Interactive Data Exploration & Analysis System
Robert A. Bridges, Maria A. Vincent, Kelly M. T. Huffer +3
Modern cyber security operations collect an enormous amount of logging and alerting data. While analysts have the ability to query and compute simple statistics and plots from thei…
Towards a relation extraction framework for cyber-security concepts
Corinne L. Jones, Robert A. Bridges, Kelly Huffer +1
In order to assist security analysts in obtaining information pertaining to their network, such as novel vulnerabilities, exploits, or patches, information retrieval methods tailor…