34 citations · 40 across the 3 of their papers we have counts for
3 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.…
Testing SOAR Tools in Use
Robert A. Bridges, Ashley E. Rice, Sean Oesch +11
Modern security operation centers (SOCs) rely on operators and a tapestry of logging and alerting tools with large scale collection and query abilities. SOC investigations are tedi…
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…