63 citations · 130 across the 10 of their papers we have counts for
13 papers · 1 filter
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.…
Assembling a Cyber Range to Evaluate Artificial Intelligence / Machine Learning (AI/ML) Security Tools
Jeffrey A. Nichols, Kevin D. Spakes, Cory L. Watson +1
In this case study, we describe the design and assembly of a cyber security testbed at Oak Ridge National Laboratory in Oak Ridge, TN, USA. The range is designed to provide agile r…
What Clinical Trials Can Teach Us about the Development of More Resilient AI for Cybersecurity
Edmon Begoli, Robert A. Bridges, Sean Oesch +1
Policy-mandated, rigorously administered scientific testing is needed to provide transparency into the efficacy of artificial intelligence-based (AI-based) cyber defense tools for…
Time-Based CAN Intrusion Detection Benchmark
Deborah H. Blevins, Pablo Moriano, Robert A. Bridges +3
Modern vehicles are complex cyber-physical systems made of hundreds of electronic control units (ECUs) that communicate over controller area networks (CANs). This inherited complex…
Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection
Qian Chen, Sheikh Rabiul Islam, Henry Haswell +1
Security operation centers (SOCs) typically use a variety of tools to collect large volumes of host logs for detection and forensic of intrusions. Our experience, supported by rece…
Quantifiable & Comparable Evaluations of Cyber Defensive Capabilities: A Survey & Novel, Unified Approach
Michael D. Iannacone, Robert A. Bridges
Metrics and frameworks to quantifiably assess security measures have arisen from needs of three distinct research communities - statistical measures from the intrusion detection an…