IEEE Open Journal of Vehicular Technology專題文章分享：面向汽車工業的規避攻擊防御技術

IEEE Open Journal of Vehicular Technology (OJVT) 是一本開放獲取的全電子期刊，發表原創高質量論文，涵蓋移動無線電、機動車輛和陸地交通領域電氣和電子工程的理論、實驗和操作層面。我們的期刊不僅歡迎原創高質量論文，也歡迎以行業為中心的出版物。

我們本期的第二篇特色論文為特邀論文，由來自AUMOVIO GmbH與呂貝克大學 (University of Lübeck) 的研究人員及業界專家共同撰寫。論文提出了一套針對汽車環境中規避攻擊防御機制的實用需求與分類體系，強調了其 在工業應用中的可行性與實際價值。

Defenses against Evasion Attacks in the Eyes of Automotive Industry: Review from a Practical Perspective

Aidmar Wainakh; Gesina Schwalbe; Antje Elisabeth Loyal; Rujiao Yan; Tanmay Chakraborty; Dilara Fietta; Yi Wang

Published in volume 6, IEEE Open Journal of Vehicular Technology

https://ieeexplore.ieee.org/document/11114904 

自動駕駛汽車高度依賴人工智能（AI）系統來感知和理解周圍環境。然而，如果有人通過改變環境來迷惑 AI，使其產生錯誤判斷，這些系統就可能被欺騙，從而威脅自動駕駛車輛的安全性與可靠性。盡管已有多種防御方法被提出以應對此類攻擊，但由于這些方法的某些技術細節尚未被充分評估，因此很難針對具體場景選擇最合適的方案。

在本研究中，我們提出了一套面向汽車行業的防御方法關鍵需求，并基于這些需求對現有方法進行了評估。同時，我們引入了一種實用的方法論，幫助選擇最適合的防御方案。本方法基于對超過75種現有方法的深入綜述，為汽車領域的AI防御策略提供了系統化參考。

CALL FOR PAPERS

IEEE Open Journal of Vehicular Technology

Special Issue on Vehicular Digital Twins: Architectures, Communication Protocols, and Applications for Internet of Vehicles Systems

With the convergence of digital modelling, 6G vehicular communication, and AI-driven autonomy, Vehicular Digital Twins (VDTs) are set to redefine how vehicles interact, adapt, and evolve in real-time. This special issue solicits high-quality contributions in systems, protocols, simulations, and real-world deployment of VDTs, with emphasis on vehicular technologies and secure communications.

We invite original contributions on, but not limited to:

• VDT architecture and multi-layer modelling

• Communication protocols (5G/6G, C-V2X) for real-time VDTs

• AI and ML for adaptive twin control

• Cybersecurity, quantum-safe VDT communication

• Blockchain and trust management

• Edge/cloud integration

• Use cases (e.g., fleet management, predictive maintenance, autonomous driving)

Submission Deadlines

• Manuscript Due Date: February 1, 2026

• Editorial decision – first round of review: March 1, 2026

• Deadline for resubmission for manuscripts with Reject & Resubmit editorial decision: May 1, 2026

• Final editorial decision: June 1, 2026

• Tentative Publication Date: July/August 2026

Submission Guidelines

Prospective authors should: review the authors instructions and paper submission instructions at https://vtsociety.org/publication/ieee-ojvt/author-instructions  and https://vtsociety.org/publication/ieee-ojvt/paper-submission, respectively.  Initial submissions may have up to 14 pages.

Authors should submit a manuscript through https://ieee.atyponrex.com/submission/dashboard?siteName=ojvt

Lead Guest Editor

• Sunil Prajapat, Gachon University, Republic of Korea 

Guest Editors

• Joel Rodrigues, Federal University of Piauí, Brazil  

• Jianwei Niu, Beihang University, China 

• Ahmed Farouk Metwaly, Hamad Bin Khalifa University, Qatar