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Agentic AI is increasingly being explored and introduced in both manually driven and autonomous vehicles, leading to the notion of Agentic Vehicles (AgVs), with capabilities such as memory-based personalization, goal interpretation,…

人工智能 · 计算机科学 2025-12-22 Ali Eslami , Jiangbo Yu

By using the onboard sensing and external connectivity technology, connected and automated vehicles (CAV) could lead to improved energy efficiency, better routing, and lower traffic congestion. With the rapid development of the technology…

其他计算机科学 · 计算机科学 2018-09-10 Yan Chang , Weiqing Yang , Ding Zhao

Connected and automated vehicles (CAVs) provide the most intriguing opportunity to optimize energy consumption and travel time. Several approaches have been proposed in the literature that allow CAVs to coordinate in situations where there…

最优化与控制 · 数学 2021-06-11 A M Ishtiaque Mahbub , Andreas A. Malikopoulos , Liuhui Zhao

The rapid development of artificial intelligence, especially deep learning technology, has advanced autonomous driving systems (ADSs) by providing precise control decisions to counterpart almost any driving event, spanning from anti-fatigue…

机器学习 · 计算机科学 2021-04-13 Yao Deng , Tiehua Zhang , Guannan Lou , Xi Zheng , Jiong Jin , Qing-Long Han

Evaluating the robustness of automated driving planners is a critical and challenging task. Although methodologies to evaluate vehicles are well established, they do not yet account for a reality in which vehicles with autonomous components…

密码学与安全 · 计算机科学 2022-05-31 Andres Molina-Markham , Silvia G. Ionescu , Erin Lanus , Derek Ng , Sam Sommerer , Joseph J. Rushanan

Autonomous vehicles (AVs) rely heavily on LiDAR (Light Detection and Ranging) systems for accurate perception and navigation, providing high-resolution 3D environmental data that is crucial for object detection and classification. However,…

计算机视觉与模式识别 · 计算机科学 2024-10-01 Amira Guesmi , Muhammad Shafique

Autonomous vehicles (AV) are becoming a part of humans' everyday life. There are numerous pilot projects of driverless public buses; some car manufacturers deliver their premium-level automobiles with advanced self-driving features. Thus,…

密码学与安全 · 计算机科学 2021-07-02 Mariia Bakhtina , Raimundas Matulevičius

Connected and autonomous vehicles (CAVs) are promising due to their potential safety and efficiency benefits and have attracted massive investment and interest from government agencies, industry, and academia. With more computing and…

分布式、并行与集群计算 · 计算机科学 2021-08-03 Liangkai Liu , Shaoshan Liu , Weisong Shi

The introduction of Smart Electric Vehicles (SEVs) represents an increasingly disruption on automotive area, once integrates advanced computer and communication technologies to highly electrical cars, which come with high performances,…

系统与控制 · 电气工程与系统科学 2025-11-12 Siddhesh Pimpale

The autonomous car technology promises to replace human drivers with safer driving systems. But although autonomous cars can become safer than human drivers this is a long process that is going to be refined over time. Before these vehicles…

人工智能 · 计算机科学 2018-05-09 Thomio Watanabe , Denis Wolf

Numerous analysis methods for quantitative attack tree analysis have been proposed. These algorithms compute relevant security metrics, i.e. performance indicators that quantify how good the security of a system is, such as the most likely…

密码学与安全 · 计算机科学 2022-09-29 Carlos E. Budde , Mariëlle Stoelinga

Cooperative Adaptive Cruise Control (CACC) is a vehicular technology that allows groups of vehicles on the highway to form in closely-coupled automated platoons to increase highway capacity and safety, and decrease fuel consumption and CO2…

系统与控制 · 电气工程与系统科学 2021-06-22 Tianci Yang , Carlos Murguia , Dragan Nešić , Chen Lv

Connected and automated vehicles (CAVs) provide the most intriguing opportunity to reduce energy consumption and travel delays. In this paper, we propose a two-level control architecture for CAVs to optimize (1) the vehicle's speed profile,…

最优化与控制 · 数学 2020-06-01 A M Ishtiaque Mahbub , Andreas A. Malikopoulos

Modern AI technologies enable autonomous vehicles to perceive complex scenes, predict human behavior, and make real-time driving decisions. However, these data-driven components often operate as black boxes, lacking interpretability and…

机器人学 · 计算机科学 2026-01-16 Oumaima Barhoumi , Mohamed H Zaki , Sofiène Tahar

Attackers demonstrated the use of remote access to the in-vehicle network of connected vehicles to launch cyber-attacks and remotely take control of these vehicles. Machine-learning-based Intrusion Detection Systems (IDSs) techniques have…

密码学与安全 · 计算机科学 2022-01-19 Mubark B Jedh , Jian Kai Lee , Lotfi ben Othmane

In autonomous driving, the combination of AI and vehicular technology offers great potential. However, this amalgamation comes with vulnerabilities to adversarial attacks. This survey focuses on the intersection of Adversarial Machine…

机器学习 · 计算机科学 2024-11-22 Junae Kim , Amardeep Kaur

Evolving cybersecurity threats in complex cyber-physical systems pose significant risks to system functionality and safety. This experience report introduces ACTISM (Automotive Consequence-Driven and Threat-Informed Security Modelling), an…

密码学与安全 · 计算机科学 2025-02-06 Shaofei Huang , Christopher M. Poskitt , Lwin Khin Shar

Connected and autonomous vehicles (CAVs) are often discussed as a solution to pressing issues of the current transport systems, including congestion, safety, social inclusion and ecological sustainability. Scientifically, there is agreement…

计算机与社会 · 计算机科学 2024-03-20 Celina Kacperski , Tobias Vogel , Florian Kutzner

Traditionally, evaluation of intersection safety has been largely reactive, based on historical crash frequency data. However, the emerging data from Connected and Automated Vehicles (CAVs) can complement historical data and help in…

应用统计 · 统计学 2017-09-15 Mohsen Kamrani , Behram Wali , Asad J. Khattak

Connected autonomous vehicles (CAVs) rely on vision-based deep neural networks (DNNs) and low-latency (Vehicle-to-Everything) V2X communication to navigate safely and efficiently. Despite their advances, these systems remain vulnerable to…

计算机视觉与模式识别 · 计算机科学 2025-12-24 Md Nahid Hasan Shuvo , Moinul Hossain