Why automotive cybersecurity is important
Cybersecurity is becoming a fundamental issue in the development of autonomous vehicle systems, as attacks could have serious consequences for autonomous electric vehicles and potentially endanger human lives. Software attacks can impact data-driven decisions that can negatively impact the autonomy of electric vehicles and undermine the benefits of autonomous vehicles.
With the integration of technologies such as edge computing, 5G, and high-performance processing units, autonomous vehicles have made many advances recently. In autonomous electric vehicles, edge computing helps process large amounts of data at the edge to reduce latency and help vehicles make data-driven decisions in real time. Edge sensors deployed in vehicles have scarce resources but require high computing power to process data. This data is then migrated to edge data centers and clouds to provide IoV communications and services. These communications and services have aroused great interest as potential elements of future intelligent transportation systems.
The Internet of Vehicles promotes communication and interaction between vehicle charging technologies, infrastructure, pedestrians and networks. But these advanced communication systems bring a larger attack area for cyberattacks and disrupt the existing ecosystem, which can lead to serious consequences.
(Internet of Vehicles Communication System)
In the entire autonomous driving ecosystem, Internet of Vehicles communication Responsible for the transmission of edge data between various parts of the transportation system requires multiple communication channels between these edge sensors and other infrastructure. These multiple communication channels make vehicles vulnerable to cyberattacks, which can have severe impacts not only on the vehicle, but also on other connected devices. The increase in the number of connected devices can make these cyberattacks unpredictable and more frequent.
Many different entry points can be used to penetrate the vehicle architecture, including vehicle databases, telematics technology, and vehicle components. In recent years, researchers have focused their attention on vehicular ad hoc networks, which use dedicated short-range communication technology based on the IEEE802.11p standard for wireless access in vehicle networks. Another communication protocol used in connected car communications is mobile cellular networks using long-term evolution technology.
One of the most common Internet of Vehicles communication-related attacks is the vehicle mobile communication network. Since 2008, the vehicle mobile communication network has been widely studied to analyze the external wireless communication of the vehicle system. Transmission security issues. Some of the known attacks on automotive mobile communication networks are man-in-the-middle attacks, disinformation attacks, DoS, location tracking, malicious code, and replay attacks. Another known attack on autonomous vehicles using telematics communications is against the infotainment system and Bluetooth data transmission.
(Security Challenges of Vehicle Mobile Communication Networks)
# As explained in an authoritative industry magazine As such, a three-layer framework can be used to understand the different parts of a self-driving car and how they can be attacked by hackers:
- The sensing layer consists of continuous monitoring of vehicle dynamics and surroundings Environmental sensors. These edge sensors are vulnerable to eavesdropping, jamming, and spoofing attacks.
- The communication layer consists of near-field and far-field communications to facilitate communication between other nearby edge sensors and distant edge data centers, which leads to attacks such as indirect and forged information.
- The control layer at the top of the hierarchy implements autonomous driving functions, such as automatically controlling the vehicle's speed, braking, and steering. Attacks on the sensing and communication layers can propagate upward, affecting functionality and compromising the security of the control layer.
Integrated Cyber Defense
Develops defense solutions to combat increasing cyberattacks on electric vehicles, now works as a security engineer focus areas of research. In order to introduce technological improvements that build autonomous driving software and hardware capabilities, integrated defense mechanisms become an important parameter in the design process. Possible cybersecurity solutions are discussed below.
The electronic control unit is the core of the vehicle processing and communicating data. Information received from the electronic control unit is encrypted to prevent injection and indirect attacks. Recent research shows that encryption and vehicle authentication can be used to prevent spoofing, tampering, masquerading and replay attacks during communications between edge data centers and vehicles.
Specialized intrusion detection systems are required to continuously monitor network systems and detect possible network attacks. To detect network attacks, traditional intrusion detection systems rely on firewalls, or rule-based systems, but cannot effectively detect complex automotive attacks because time series, vehicle network data do not capture complex dependencies. Since edge sensors in vehicles can be used for communication between electronic control units and external systems, AI-based solutions can be used to parse vehicle network data.
(Defense mechanism of self-driving cars)
Blockchain technology can be used for Internet of Vehicles communications , to facilitate the secure transmission of essential safety information between vehicle systems and the cloud. Blockchain technology provides a decentralized mechanism that allows vehicles to verify the data they receive in a trustless manner. The technology can help establish secure connections between vehicles and payment gateways for faster fuel purchases, transactions at toll plazas and even selling sensor data.
As cyberattacks on the automotive industry increase, defense methods must also come under constant scrutiny. The security technology of CAN network, the security of authentication protocol, and the security of intrusion detection system have always been hot spots of research. In the future, the combination of artificial intelligence and big data analysis will be considered to improve defense methods and propose future-oriented security models.
The above is the detailed content of Why automotive cybersecurity is important. For more information, please follow other related articles on the PHP Chinese website!
![[Ghibli-style images with AI] Introducing how to create free images with ChatGPT and copyright](https://img.php.cn/upload/article/001/242/473/174707263295098.jpg?x-oss-process=image/resize,p_40)
The latest model GPT-4o released by OpenAI not only can generate text, but also has image generation functions, which has attracted widespread attention. The most eye-catching feature is the generation of "Ghibli-style illustrations". Simply upload the photo to ChatGPT and give simple instructions to generate a dreamy image like a work in Studio Ghibli. This article will explain in detail the actual operation process, the effect experience, as well as the errors and copyright issues that need to be paid attention to. For details of the latest model "o3" released by OpenAI, please click here⬇️ Detailed explanation of OpenAI o3 (ChatGPT o3): Features, pricing system and o4-mini introduction Please click here for the English version of Ghibli-style article⬇️ Create Ji with ChatGPT

As a new communication method, the use and introduction of ChatGPT in local governments is attracting attention. While this trend is progressing in a wide range of areas, some local governments have declined to use ChatGPT. In this article, we will introduce examples of ChatGPT implementation in local governments. We will explore how we are achieving quality and efficiency improvements in local government services through a variety of reform examples, including supporting document creation and dialogue with citizens. Not only local government officials who aim to reduce staff workload and improve convenience for citizens, but also all interested in advanced use cases.

Have you heard of a framework called the "Fukatsu Prompt System"? Language models such as ChatGPT are extremely excellent, but appropriate prompts are essential to maximize their potential. Fukatsu prompts are one of the most popular prompt techniques designed to improve output accuracy. This article explains the principles and characteristics of Fukatsu-style prompts, including specific usage methods and examples. Furthermore, we have introduced other well-known prompt templates and useful techniques for prompt design, so based on these, we will introduce C.

ChatGPT Search: Get the latest information efficiently with an innovative AI search engine! In this article, we will thoroughly explain the new ChatGPT feature "ChatGPT Search," provided by OpenAI. Let's take a closer look at the features, usage, and how this tool can help you improve your information collection efficiency with reliable answers based on real-time web information and intuitive ease of use. ChatGPT Search provides a conversational interactive search experience that answers user questions in a comfortable, hidden environment that hides advertisements

In a modern society with information explosion, it is not easy to create compelling articles. How to use creativity to write articles that attract readers within a limited time and energy requires superb skills and rich experience. At this time, as a revolutionary writing aid, ChatGPT attracted much attention. ChatGPT uses huge data to train language generation models to generate natural, smooth and refined articles. This article will introduce how to effectively use ChatGPT and efficiently create high-quality articles. We will gradually explain the writing process of using ChatGPT, and combine specific cases to elaborate on its advantages and disadvantages, applicable scenarios, and safe use precautions. ChatGPT will be a writer to overcome various obstacles,

An efficient guide to creating charts using AI Visual materials are essential to effectively conveying information, but creating it takes a lot of time and effort. However, the chart creation process is changing dramatically due to the rise of AI technologies such as ChatGPT and DALL-E 3. This article provides detailed explanations on efficient and attractive diagram creation methods using these cutting-edge tools. It covers everything from ideas to completion, and includes a wealth of information useful for creating diagrams, from specific steps, tips, plugins and APIs that can be used, and how to use the image generation AI "DALL-E 3."

Unlock ChatGPT Plus: Fees, Payment Methods and Upgrade Guide ChatGPT, a world-renowned generative AI, has been widely used in daily life and business fields. Although ChatGPT is basically free, the paid version of ChatGPT Plus provides a variety of value-added services, such as plug-ins, image recognition, etc., which significantly improves work efficiency. This article will explain in detail the charging standards, payment methods and upgrade processes of ChatGPT Plus. For details of OpenAI's latest image generation technology "GPT-4o image generation" please click: Detailed explanation of GPT-4o image generation: usage methods, prompt word examples, commercial applications and differences from other AIs Table of contents ChatGPT Plus Fees Ch

How to use ChatGPT to streamline your design work and increase creativity This article will explain in detail how to create a design using ChatGPT. We will introduce examples of using ChatGPT in various design fields, such as ideas, text generation, and web design. We will also introduce points that will help you improve the efficiency and quality of a variety of creative work, such as graphic design, illustration, and logo design. Please take a look at how AI can greatly expand your design possibilities. table of contents ChatGPT: A powerful tool for design creation


Hot AI Tools

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Undress AI Tool
Undress images for free

Clothoff.io
AI clothes remover

Video Face Swap
Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Article

Hot Tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Dreamweaver CS6
Visual web development tools

WebStorm Mac version
Useful JavaScript development tools

PhpStorm Mac version
The latest (2018.2.1) professional PHP integrated development tool

mPDF
mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),
