DEFEND
Designing Security for Emerging In-Vehicle Network Paradigms

Publications & Deliverables

Research outputs and project deliverables from the DEFEND project

Published Papers

Bianca BRISAN, Camil JICHICI, Raul ROBU, Bogdan GROZA

A Multitask Learning Approach for Intrusion Detection in Controller Area Networks

Sensors 2026, 26 (11)

Alexandru MOSNEAG, Pal-Stefan MURVAY, Bogdan GROZA

Performance impact of the MACsec standard on aggregated CAN and Ethernet in-vehicle network streams

Computer Standards & Interfaces, Vol. 100, 2027

Technical Reports

Technical Reports

Detailed technical documentation and analysis reports will be made available here

Other Deliverables

MTL-IDS Dataset

Research article: Bianca BRISAN, Camil JICHICI, Raul ROBU, Bogdan GROZA, A Multitask Learning Approach for Intrusion Detection in Controller Area Networks Sensors 2026, 26 (11)