70 citations · 102 across the 6 of their papers we have counts for
3 papers · 1 filter
A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset
Miki E. Verma, Robert A. Bridges, Michael D. Iannacone +5
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic security properties and are easily exploitable. A rapidly growing field of CAN security research…
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…
CAN-D: A Modular Four-Step Pipeline for Comprehensively Decoding Controller Area Network Data
Miki E. Verma, Robert A. Bridges, Jordan J. Sosnowski +2
CANs are a broadcast protocol for real-time communication of critical vehicle subsystems. Original equipment manufacturers of passenger vehicles hold secret their mappings of CAN d…