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Related papers: TOUCAN: A proTocol tO secUre Controller Area Netwo…

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Current vehicular Intrusion Detection and Prevention Systems either incur high false-positive rates or do not capture zero-day vulnerabilities, leading to safety-critical risks. In addition, prevention is limited to few primitive options…

Cryptography and Security · Computer Science 2023-07-11 Ali Shoker , Vincent Rahli , Jeremie Decouchant , Paulo Esteves-Verissimo

Neural networks are vulnerable to backdoor poisoning attacks, where the attackers maliciously poison the training set and insert triggers into the test input to change the prediction of the victim model. Existing defenses for backdoor…

Cryptography and Security · Computer Science 2024-05-21 Yuhao Zhang , Aws Albarghouthi , Loris D'Antoni

Due to the rising number of sophisticated customer functionalities, electronic control units (ECUs) are increasingly integrated into modern automotive systems. However, the high connectivity between the in-vehicle and the external networks…

Machine Learning · Computer Science 2022-10-19 Natasha Alkhatib , Maria Mushtaq , Hadi Ghauch , Jean-Luc Danger

Modern vehicles communicate data to and from sensors, actuators, and electronic control units (ECUs) using Controller Area Network (CAN) bus, which operates on differential signaling. An autonomous ECU responsible for the execution of…

Signal Processing · Electrical Eng. & Systems 2021-12-01 Shoaib Azam , Farzeen Munir , Muhammad Aasim Rafique , Ahmad Muqeem Sheri , Muhammad Ishfaq Hussain , Moongu Jeon

The operation of many network communication protocols require accurate time synchronization between nodes. In the automotive space, IEEE 802.3bw (commonly referred to as automotive ethernet) is quickly becoming the most popular in-vehicle…

Systems and Control · Electrical Eng. & Systems 2022-08-26 Rishikesh Kakade , Joey Chou , Shannon Torcato

This work focuses on eliminating timing-side channels in real-time safety-critical cyber-physical network protocols like Controller Area Networks (CAN). Automotive Electronic Control Units (ECUs) implement predictable scheduling decisions…

Cryptography and Security · Computer Science 2023-06-16 Sunandan Adhikary , Ipsita Koley , Arkaprava Sain , Soumyadeep das , Shuvam Saha , Soumyajit Dey

Many research papers have recently focused on behavioral-based driver authentication systems in vehicles. Pushed by Artificial Intelligence (AI) advancements, these works propose powerful models to identify drivers through their unique…

Cryptography and Security · Computer Science 2024-06-11 Emad Efatinasab , Francesco Marchiori , Denis Donadel , Alessandro Brighente , Mauro Conti

Vehicular communication networks is a promising and emerging technology to facilitat road safety, Safety of life, traffic management, and infotainment dissemination for drivers and passengers. One of the ultimate goals in the design of such…

Cryptography and Security · Computer Science 2012-07-05 Ghassan Samara

The Controller Area Network (CAN) is a safety-critical in-vehicle communication protocol that lacks built-in security mechanisms, making intrusion detection essential. Existing approaches predominantly formulate CAN intrusion detection as a…

Cryptography and Security · Computer Science 2026-04-29 Jing Chen , Abhijay Deevi , Onat Gungor , Tajana Rosing

The automotive industry has evolved significantly since the introduction of the Ford Model T in 1908. Today's vehicles are not merely mechanical constructs; they are integral components of a complex digital ecosystem, equipped with advanced…

Cryptography and Security · Computer Science 2024-12-23 Franco Oberti , Fabrizio Abrate , Alessandro Savino , Filippo Parisi , Stefano Di Carlo

Vehicle cybersecurity has emerged as a critical concern, driven by the innovation in the automotive industry, e.g., automomous, electric, or connnected vehicles. Current efforts to address these challenges are constrained by the limited…

Cryptography and Security · Computer Science 2025-03-24 Tadeu Freitas , Erick Silva , Rehana Yasmin , Ali Shoker , Manuel E. Correia , Rolando Martins , Paulo Esteves-Verissimo

Vehicular Communication (VC) systems are on the verge of practical deployment. Nonetheless, their security and privacy protection is one of the problems that have been addressed only recently. In order to show the feasibility of secure VC,…

Cryptography and Security · Computer Science 2016-11-18 F. Kargl , P. Papadimitratos , L. Buttyan , M. Muter , B. Wiedersheim , E. Schoch , T. -V. Thong , G. Calandriello , A. Held , A. Kung , J. -P. Hubaux

Autonomous vehicles (AVs) promise efficient, clean and cost-effective transportation systems, but their reliance on sensors, wireless communications, and decision-making systems makes them vulnerable to cyberattacks and physical threats.…

Cryptography and Security · Computer Science 2026-04-15 Chieh Tsai , Murad Mehrab Abrar , Salim Hariri

In a modern vehicle, there are over seventy Electronics Control Units (ECUs). For an in-vehicle network, ECUs communicate with each other by following a standard communication protocol, such as Controller Area Network (CAN). However, an…

Machine Learning · Computer Science 2020-09-01 Yi Li , Jing Lin , Kaiqi Xiong

In this paper, we introduce the design of HackCar, a testing platform for replicating attacks and defenses on a generic automotive system without requiring access to a complete vehicle. This platform empowers security researchers to…

Cryptography and Security · Computer Science 2026-01-14 Dario Stabili , Filip Valgimigli , Edoardo Torrini , Mirco Marchetti

Increasing complexity and connectivity of modern vehicles have heightened their vulnerability to cyberattacks. This paper addresses security challenges associated with the Unified Diagnostic Services (UDS) protocol, a critical communication…

Cryptography and Security · Computer Science 2025-10-30 Ali Recai Yekta , Nicolas Loza , Jens Gramm , Michael Peter Schneider , Stefan Katzenbeisser

Cooperative Adaptive Cruise Control (CACC) is a fundamental connected vehicle application that extends Adaptive Cruise Control by exploiting vehicle-to-vehicle (V2V) communication. CACC is a crucial ingredient for numerous autonomous…

Cryptography and Security · Computer Science 2021-03-22 Srivalli Boddupalli , Akash Someshwar Rao , Sandip Ray

Automobiles are equipped with Electronic Control Units (ECU) that communicate via in-vehicle network protocol standards such as Controller Area Network (CAN). These protocols are designed under the assumption that separating in-vehicle…

Cryptography and Security · Computer Science 2018-03-23 Sang Uk Sagong , Xuhang Ying , Andrew Clark , Linda Bushnell , Radha Poovendran

For decades, the Controller Area Network (CAN) has served as the primary in-vehicle bus (IVB) and extended its use to many non-vehicular systems. Over the past years, CAN security has been intensively scrutinized, yielding extensive…

Cryptography and Security · Computer Science 2025-10-06 Khaled Serag , Zhaozhou Tang , Sungwoo Kim , Vireshwar Kumar , Dave , Tian , Saman Zonouz , Raheem Beyah , Dongyan Xu , Z. Berkay Celik

In the next Vehicle generations, connected and highly developed driving cars will have an important impact on the networking architecture and the interconnection between ECUs(Electronic Control Unit). The automotive industry begins to…

Systems and Control · Electrical Eng. & Systems 2021-09-21 Youssef Elkharaz , Saad Motahhir , Abdelaziz Elghzizal