I’m very proud of the fact that my two papers—X-CANIDS and AERO—were just published in IEEE Transactions on Vehicular Technology and IEEE Transactions on Industrial Informatics, respectively.
X-CANIDS is the first intrusion detection system (IDS) for a Controller Area Network-based in-vehicle network that provides interpretations (i.e., explanations) of detected intrusions. Specifically, it identifies compromised signals (e.g., RPM, intake air temperature) and ECUs. It is designed unsupervised, so automakers can leverage X-CANIDS before publishing their vehicles in the wild.
AERO is the first unsupervised IDS for automotive Ethernet. AERO is carefully designed to be robust, responsive, and accurate to be enough to protect vehicles from zero-day attacks.
See more on my publications page and Google Scholar profile.