5 citations · 6 across the 4 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…
Flexsealing BGP Against Route Leaks: Peerlock Active Measurement and Analysis
Tyler McDaniel, Jared M. Smith, Max Schuchard
BGP route leaks frequently precipitate serious disruptions to interdomain routing. These incidents have plagued the Internet for decades while deployment and usability issues cripp…
Withdrawing the BGP Re-Routing Curtain: Understanding the Security Impact of BGP Poisoning via Real-World Measurements
Jared M. Smith, Kyle Birkeland, Tyler McDaniel +1
The security of the Internet's routing infrastructure has underpinned much of the past two decades of distributed systems security research. However, the converse is increasingly t…