70 citations · 121 across the 6 of their papers we have counts for
7 papers
Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation
Steven C. Hespeler, Pablo Moriano, Mingyan Li +1
Evaluating anomaly detection in multivariate time series (MTS) requires careful consideration of temporal dependencies, particularly when detecting subsequence anomalies common in…
Developing and Deploying Security Applications for In-Vehicle Networks
Samuel C Hollifield, Pablo Moriano, William L Lambert +3
Radiological material transportation is primarily facilitated by heavy-duty on-road vehicles. Modern vehicles have dozens of electronic control units or ECUs, which are small, embe…
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…
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…
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…
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…
ACTT: Automotive CAN Tokenization and Translation
Miki E. Verma, Robert A. Bridges, Samuel C. Hollifield
Modern vehicles contain scores of Electrical Control Units (ECUs) that broadcast messages over a Controller Area Network (CAN). Vehicle manufacturers rely on security through obscu…