Victor Cobilean

17 papers C 7Journal 6Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	GAP-CAN: Gradient-Based Adversarial Attack on Transformers for CAN Bus Anomaly Detection. ICPS Devin Drake, Victor Cobilean, Harindra S. Mavikumbure, Morgan Stuart, Swagat Das, Milos Manic
2025	J	`jnl`	Investigating Membership Inference Attacks Against CNN Models for BCI Systems. IEEE J. Biomed. Health Informatics Victor Cobilean, Harindra S. Mavikumbure, Devin Drake, Morgan Stuart, Milos Manic
2025	—	`conf`	V2XFormer: Transformer-Based Anomaly Detection for Vehicle-to-Everything Communication. VTC2025-Spring Harindra S. Mavikumbure, Victor Cobilean, Chathurika S. Wickramasinghe, Devin Drake, Milos Manic
2024	C	`conf`	Cyber-Physical Security Trends of EV Charging Systems: A Survey. IECON Devin Drake, Harindra S. Mavikumbure, Victor Cobilean, Milos Manic
2024	C	`conf`	Generative AI in Cyber Security of Cyber Physical Systems: Benefits and Threats. HSI Harindra S. Mavikumbure, Victor Cobilean, Chathurika S. Wickramasinghe, Devin Drake, Milos Manic
2024	C	`conf`	Predictive Maintenance with Large Language Models and Transformer-based Survival Analysis. IECON Aurora Esteban, Victor Cobilean, Rashmika Nawaratne
2024	C	`conf`	Self-Attention Bottleneck Network for Self-Supervised Anomaly Detection in CAN Data. IECON Devin Drake, Victor Cobilean, Harindra S. Mavikumbure, Morgan Stuart, Milos Manic
2023	J	`jnl`	A Review of Visualization Methods for Cyber-Physical Security: Smart Grid Case Study. IEEE Access Victor Cobilean, Harindra S. Mavikumbure, Brady J. Mcbride, Bjorn Vaagensmith, Vivek Kumar Singh, Ruixuan Li, Craig Rieger, Milos Manic
2023	C	`conf`	Anomaly Detection for In-Vehicle Communication Using Transformers. IECON Victor Cobilean, Harindra S. Mavikumbure, Chathurika S. Wickramasinghe, Benny J. Varghese, Timothy D. Pennington, Milos Manic
2023	C	`conf`	DAdAE: Domain Adversarial Autoencoder Based In-Vehicle CAN Anomaly Detection. IECON Harindra S. Mavikumbure, Victor Cobilean, Chathurika S. Wickramasinghe, Benny J. Varghese, Timothy D. Pennington, Milos Manic
2023	—	`conf`	Informed Deep Learning for Anomaly Detection in Cyber-Physical Systems. ICIT Victor Cobilean, Harindra S. Mavikumbure, Chathurika S. Wickramasinghe, Daniel L. Marino, Milos Manic
2023	—	`conf`	Physical Anomaly Detection in EV Charging Stations: Physics-based vs ResNet AE. ISIE Harindra S. Mavikumbure, Victor Cobilean, Chathurika S. Wickramasinghe, Tyler Phillips, Benny J. Varghese, Barney Carlson, Craig Rieger, Timothy D. Pennington, Milos Manic
2023	J	`jnl`	RX-ADS: Interpretable Anomaly Detection Using Adversarial ML for Electric Vehicle CAN Data. IEEE Trans. Intell. Transp. Syst. Chathurika S. Wickramasinghe, Daniel L. Marino, Harindra S. Mavikumbure, Victor Cobilean, Timothy D. Pennington, Benny J. Varghese, Craig Rieger, Milos Manic
2023	J	`jnl`	Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting. IEEE Access Walid Al Misba, Harindra S. Mavikumbure, Md Mahadi Rajib, Daniel L. Marino, Victor Cobilean, Milos Manic, Jayasimha Atulasimha
2023	J	`jnl`	Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting. CoRR Walid Al Misba, Harindra S. Mavikumbure, Md Mahadi Rajib, Daniel L. Marino, Victor Cobilean, Milos Manic, Jayasimha Atulasimha
2022	C	`conf`	Anomaly Detection in Critical-Infrastructures using Autoencoders: A Survey. IECON Harindra S. Mavikumbure, Chathurika S. Wickramasinghe, Daniel L. Marino, Victor Cobilean, Milos Manic
2022	J	`jnl`	RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data. CoRR Chathurika S. Wickramasinghe, Daniel L. Marino, Harindra S. Mavikumbure, Victor Cobilean, Timothy D. Pennington, Benny J. Varghese, Craig Rieger, Milos Manic