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Modern vehicles rely on electronic control units (ECUs) interconnected through the Controller Area Network (CAN), making in-vehicle communication a critical security concern. Machine learning (ML)-based intrusion detection systems (IDS) are…

密码学与安全 · 计算机科学 2026-02-04 Nirab Hossain , Pablo Moriano

The vehicular connectivity revolution is fueling the automotive industry's most significant transformation seen in decades. However, as modern vehicles become more connected, they also become much more vulnerable to cyber-attacks. In this…

密码学与安全 · 计算机科学 2017-11-09 Matan Levi , Yair Allouche , Aryeh Kontorovich

The rapid development of network technologies and industrial intelligence has augmented the connectivity and intelligence within the automotive industry. Notably, in the Internet of Vehicles (IoV), the Controller Area Network (CAN), which…

密码学与安全 · 计算机科学 2025-03-28 Huacheng Li , Jingyong Su , Kai Wang

As the central nerve of the intelligent vehicle control system, the in-vehicle network bus is crucial to the security of vehicle driving. One of the best standards for the in-vehicle network is the Controller Area Network (CAN bus)…

机器学习 · 计算机科学 2024-11-05 Yongqi Dong , Kejia Chen , Yinxuan Peng , Zhiyuan Ma

Due to the current standard of Security Credential Management System (SCMS) for Vehicle-to-Everything (V2X) communications using asymmetric cryptography, specifically Elliptic-Curve Cryptography (ECC), which may be vulnerable to quantum…

密码学与安全 · 计算机科学 2025-01-14 Abel C. H. Chen , Bon-Yeh Lin

Connected and Automated Vehicles (CAV) use sensors and wireless communication to improve road safety and efficiency. However, attackers may target Vehicle-to-Everything (V2X) communication. Indeed, an attacker may send…

密码学与安全 · 计算机科学 2022-11-16 Jean-Philippe Monteuuis , Jonathan Petit , Mohammad Raashid Ansari , Cong Chen , Seung Yang

Aggregating Message Authentication Codes (MACs) promises to save valuable bandwidth in resource-constrained environments. The idea is simple: Instead of appending an authentication tag to each message in a communication stream, the…

密码学与安全 · 计算机科学 2025-10-24 Eric Wagner , David Heye , Jan Bauer , Klaus Wehrle , Martin Serror

Cooperative automated vehicles exchange information to assist each other in creating a more precise and extended view of their surroundings, with the aim of improving automated-driving decisions. This paper addresses the need for scalable…

网络与互联网体系结构 · 计算机科学 2014-09-17 Mohammad Fanaei , Amin Tahmasbi-Sarvestani , Yaser P. Fallah , Gaurav Bansal , Matthew C. Valenti , John B. Kenney

Multi-conflict traffic is ubiquitous. Connected Automated Vehicles (CAVs) offer unprecedented opportunities to enhance safety, reduce emissions, and increase throughput through precise coordination and automation. However, existing CAV…

最优化与控制 · 数学 2026-01-13 Fan Pu , Zihao Li , Sivakumar Rathinam , Minghui Zheng , Yang Zhou

The presence of security vulnerabilities in automotive networks has already been shown by various publications in recent years. Due to the specification of the Controller Area Network (CAN) as a broadcast medium without security mechanisms,…

网络与互联网体系结构 · 计算机科学 2020-04-16 Marcel Rumez , Jürgen Dürrwang , Tim Brecht , Timo Steinshorn , Peter Neugebauer , Reiner Kriesten , Eric Sax

We address the problem of coordination and control of Connected and Automated Vehicles (CAVs) in the presence of imperfect observations in mixed traffic environment. A commonly used approach is learning-based decision-making, such as…

机器人学 · 计算机科学 2024-09-25 Zhili Zhang , H M Sabbir Ahmad , Ehsan Sabouni , Yanchao Sun , Furong Huang , Wenchao Li , Fei Miao

Communication networks have multiple users, each sending and receiving messages. A multiple access channel (MAC) models multiple senders transmitting to a single receiver, such as the uplink from many mobile phones to a single base station.…

量子物理 · 物理学 2020-04-01 Felix Leditzky , Mohammad A. Alhejji , Joshua Levin , Graeme Smith

Modern vehicles rely on a fleet of electronic control units (ECUs) connected through controller area network (CAN) buses for critical vehicular control. With the expansion of advanced connectivity features in automobiles and the elevated…

密码学与安全 · 计算机科学 2023-10-10 Md Hasan Shahriar , Yang Xiao , Pablo Moriano , Wenjing Lou , Y. Thomas Hou

When it comes to in-vehicle networks (IVNs), the controller area network -- CAN -- bus dominates the market; automobiles manufactured and sold around the world depend on the CAN bus for safety-critical communications between various…

密码学与安全 · 计算机科学 2023-08-10 Brooke Lampe , Weizhi Meng

Vehicular networks are used to coordinate actions among vehicles in traffic by the use of wireless transceivers (pairs of transmitters and receivers). Unfortunately, the wireless communication among vehicles is vulnerable to security…

密码学与安全 · 计算机科学 2015-07-17 Shlomi Dolev , Łukasz Krzywiecki , Nisha Panwar , Michael Segal

Cooperative Adaptive Cruise Control (CACC) plays a pivotal role in enhancing traffic efficiency and safety in Connected and Autonomous Vehicles (CAVs). Reinforcement Learning (RL) has proven effective in optimizing complex decision-making…

机器学习 · 计算机科学 2024-07-15 Sicong Jiang , Seongjin Choi , Lijun Sun

Vehicle diagnostics has become essential for detecting in-vehicle errors and ensuring safety. While the Unified Diagnostic Services (UDS) protocol is widely adopted for diagnostic operations, it relies on the ISO 15765-2 standard as the…

密码学与安全 · 计算机科学 2026-04-28 Seungjin Baek , Seonghoon Jeong , Huy Kang Kim

Just as the world of consumer devices was forever changed by the introduction of computer controlled solutions, the introduction of the engine control unit (ECU) gave rise to the automobile's transformation from a transportation product to…

密码学与安全 · 计算机科学 2022-07-14 Mark Quinlan , Jun Zhao , Andrew Simpson

With the feature of multi-master bus access, nondestructive contention-based arbitration and flexible configuration, Controller Area Network (CAN) bus is applied into the control system of Wire Harness Assembly Machine (WHAM). To accomplish…

机器人学 · 计算机科学 2007-05-23 Hui Guo , Ying Jiang

Attacks against industrial control systems (ICSs) often exploit the insufficiency of authentication mechanisms. Verifying whether the received messages are intact and issued by legitimate sources can prevent malicious data/command injection…

密码学与安全 · 计算机科学 2023-08-09 Utku Tefek , Ertem Esiner , Daisuke Mashima , Binbin Chen , Yih-Chun Hu