97 citations · 114 across the 6 of their papers we have counts for
6 papers
Towards Scalable EM-based Anomaly Detection For Embedded Devices Through Synthetic Fingerprinting
Kurt A. Vedros, Georgios Michail Makrakis, Constantinos Kolias +2
Embedded devices are omnipresent in modern networks including the ones operating inside critical environments. However, due to their constrained nature, novel mechanisms are requir…
Detecting Code Injections in Noisy Environments Through EM Signal Analysis and SVD Denoising
Ekaterina Miller, Georgios Michail Makrakis, Kurt A. Vedros +3
The penetration of embedded devices in networks that support critical applications has rendered them a lucrative target for attackers and evildoers. However, traditional protection…
RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data
Chathurika S. Wickramasinghe, Daniel L. Marino, Harindra S. Mavikumbure +5
Recent year has brought considerable advancements in Electric Vehicles (EVs) and associated infrastructures/communications. Intrusion Detection Systems (IDS) are widely deployed fo…
Self-Supervised and Interpretable Anomaly Detection using Network Transformers
Daniel L. Marino, Chathurika S. Wickramasinghe, Craig Rieger +1
Monitoring traffic in computer networks is one of the core approaches for defending critical infrastructure against cyber attacks. Machine Learning (ML) and Deep Neural Networks (D…
Vulnerabilities and Attacks Against Industrial Control Systems and Critical Infrastructures
Georgios Michail Makrakis, Constantinos Kolias, Georgios Kambourakis +2
Critical infrastructures (CI) and industrial organizations aggressively move towards integrating elements of modern Information Technology (IT) into their monolithic Operational Te…
On Critical Infrastructures, Their Security and Resilience - Trends and Vision
Craig Rieger, Milos Manic
This short paper is presented in observance and promotion of November, the National Month of Critical Infrastructure Security and Resilience (CISR), established by the United State…