An Explainable Ensemble-based Intrusion Detection System for Software-Defined Vehicle Ad-hoc Networks Authors: Shakil Ibne Ahsan, Phil Legg, S M Iftekharul Alam | Published: 2023-12-08 | Updated: 2024-10-11 Model InterpretabilityIntrusion Detection SystemVehicle Network 2023.12.08 2025.05.28 Literature Database
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges Authors: Vishnu Pandi Chellapandi, Liangqi Yuan, Christopher G. Brinton, Stanislaw H Zak, Ziran Wang | Published: 2023-08-21 | Updated: 2023-11-11 Privacy ProtectionVehicle NetworkFederated Learning 2023.08.21 2025.05.28 Literature Database
Integration of Digital Twin and Federated Learning for Securing Vehicular Internet of Things Authors: Deepti Gupta, Shafika Showkat Moni, Ali Saman Tosun | Published: 2023-07-25 Anomaly Detection MethodVehicle NetworkFederated Learning 2023.07.25 2025.05.28 Literature Database
Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation Authors: Tengchan Zeng, Aidin Ferdowsi, Omid Semiari, Walid Saad, Choong Seon Hong | Published: 2023-07-05 Control Action GenerationVehicle NetworkFederated Learning 2023.07.05 2025.05.28 Literature Database
Developing and Deploying Security Applications for In-Vehicle Networks Authors: Samuel C Hollifield, Pablo Moriano, William L Lambert, Joel Asiamah, Isaac Sikkema, Michael D Iannacone | Published: 2023-06-27 MicrocontrollerThreat modelingVehicle Network 2023.06.27 2025.05.28 Literature Database
On the Resilience of Machine Learning-Based IDS for Automotive Networks Authors: Ivo Zenden, Han Wang, Alfonso Iacovazzi, Arash Vahidi, Rolf Blom, Shahid Raza | Published: 2023-06-26 Malware Detection MethodAdversarial Attack MethodsVehicle Network 2023.06.26 2025.05.28 Literature Database
Evaluating Automated Driving Planner Robustness against Adversarial Influence Authors: Andres Molina-Markham, Silvia G. Ionescu, Erin Lanus, Derek Ng, Sam Sommerer, Joseph J. Rushanan | Published: 2022-05-29 Cyber ThreatTrust EvaluationVehicle Network 2022.05.29 2025.05.28 Literature Database
Extracting vehicle sensor signals from CAN logs for driver re-identification Authors: Szilvia Lestyan, Gergely Acs, Gergely Biczok, Zsolt Szalay | Published: 2019-02-24 | Updated: 2019-10-25 Random ForestMachine LearningVehicle Network 2019.02.24 2025.05.28 Literature Database