車両ネットワーク

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
モデルの解釈性
侵入検知システム
車両ネットワーク

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
プライバシー保護
車両ネットワーク
連合学習

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
異常検出手法
車両ネットワーク
連合学習

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
制御アクション生成
車両ネットワーク
連合学習

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
マイクロコントローラ
脅威モデリング
車両ネットワーク

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
マルウェア検出手法
敵対的攻撃手法
車両ネットワーク

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
サイバー脅威
信頼評価
車両ネットワーク

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
ランダムフォレスト
機械学習
車両ネットワーク