70 citations · 226 across the 18 of their papers we have counts for
8 papers · 1 filter
Evaluating False Alarm and Missing Attacks in CAN IDS
Nirab Hossain, Pablo Moriano
Modern vehicles rely on electronic control units (ECUs) interconnected through the Controller Area Network (CAN), making in-vehicle communication a critical security concern. Machi…
Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review
Pablo Moriano, Steven C. Hespeler, Mingyan Li +1
Modern cyberattacks in cyber-physical systems (CPS) rapidly evolve and cannot be deterred effectively with most current methods which focused on characterizing past threats. Adapti…
Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine Learning
William Marfo, Pablo Moriano, Deepak K. Tosh +1
Modern vehicles rely on a myriad of electronic control units (ECUs) interconnected via controller area networks (CANs) for critical operations. Despite their ubiquitous use and rel…
Evaluating lightweight unsupervised online IDS for masquerade attacks in CAN
Pablo Moriano, Steven C. Hespeler, Mingyan Li +1
Vehicular controller area networks (CANs) are susceptible to masquerade attacks by malicious adversaries. In masquerade attacks, adversaries silence a targeted ID and then send mal…
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…
Detecting CAN Masquerade Attacks with Signal Clustering Similarity
Pablo Moriano, Robert A. Bridges, Michael D. Iannacone
Vehicular Controller Area Networks (CANs) are susceptible to cyber attacks of different levels of sophistication. Fabrication attacks are the easiest to administer -- an adversary…
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…