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市場調查報告書
商品編碼
1859771

全球汽車網路安全市場:預測至 2032 年—按安全類型、實施方法、車輛類型、應用程式、最終用戶和地區進行分析

Vehicle Cybersecurity Market Forecasts to 2032 - Global Analysis By Security Type (Network Security, Application Security, Cloud Security, Endpoint Security, and Wireless Security), Propulsion Type, Vehicle Type, Application, End User, and By Geography.

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據 Stratistics MRC 的數據,預計 2025 年全球汽車網路安全市場規模將達到 11 億美元,到 2032 年將達到 27 億美元,預測期內複合年成長率為 14.1%。

汽車網路安全是指保護車輛內部的數位系統免受未授權存取、篡改或損壞。現代汽車配備了控制導航、通訊、娛樂和安全功能的軟體。網路安全措施包括加密、防火牆、入侵偵測和安全編碼技術,以保護這些系統。其目標是防止可能危及安全或隱私的駭客攻擊、資料竊取和系統故障。這確保了車輛在互聯世界中可靠、安全地運作。

據 Upstream Security 稱,現代車輛每小時處理超過 25GB 的數據,這造成了多個攻擊面,需要專門的網路安全解決方案來保護煞車和轉向等關鍵系統免受駭客攻擊。

聯網汽車自動駕駛汽車的興起

聯網汽車和自動駕駛汽車快速普及的推動,這些汽車越來越依賴軟體和網路系統來實現導航、資訊娛樂和安全功能。物聯網整合度的不斷提高使得這些車輛更容易遭受網路攻擊,促使汽車製造商加強對強大安全解決方案的投入。此外,消費者對安全、可靠且資料安全的汽車的需求也在加速這一趨勢。隨著互聯出行在全球的擴展,主動式網路安全框架的需求已成為市場發展的關鍵促進因素。

綜合解決方案的成本

實施全面的汽車網路安全解決方案高成本,仍是限制市場發展的主要因素。進階加密、入侵偵測系統和即時監控需要大量投資,尤其對於中小型汽車製造商而言更是如此。此外,將這些解決方案整合到現有系統中還會增加更多成本。成本壓力可能會減緩新興市場的採用速度,並限制車隊範圍內的部署。因此,資金限制對汽車產業廣泛採用端到端網路安全措施構成了挑戰。

與科技公司夥伴關係

汽車製造商與科技公司之間的聯盟為汽車網路安全市場帶來了巨大的成長機會。夥伴關係能夠帶來尖端的人工智慧、機器學習和區塊鏈解決方案,從而增強威脅偵測和緩解能力。技術合作也有助於快速開發空中安全更新和預測性風險分析。此外,聯合措施有助於更好地遵守不斷變化的監管標準和網路安全認證。此類策略聯盟使相關人員能夠提供安全、可擴展且面向未來的出行解決方案,從而拓展市場潛力。

快速演變的威脅

汽車網路安全市場面臨來自快速演進的網路攻擊技術的威脅,包括勒索軟體、惡意軟體和車聯網(V2X)漏洞。駭客不斷利用聯網汽車和自動駕駛汽車中的軟體缺陷,增加了汽車製造商和消費者的風險敞口。動態的威脅情勢要求持續的系統更新和進階監控,這增加了營運的複雜性。此外,監管和責任方面的擔憂也加劇了汽車製造商面臨的風險。未能迅速應對可能導致經濟損失、聲譽受損和消費者信心下降,從而限制市場成長。

新冠疫情的影響:

新冠疫情暫時擾亂了汽車生產和供應鏈,但同時也加速了數位化和互聯出行的普及。對遠端資訊處理、遠距離診斷和空中升級的日益依賴,提升了對強大網路安全解決方案的需求。汽車製造商和車隊營運商將保護資料完整性和系統彈性作為首要任務。此外,遠距辦公和以軟體為中心的研發工作也推動了安全創新。總而言之,新冠疫情凸顯了汽車網路的脆弱性,並強化了網路安全作為汽車產業關鍵投資的重要性。

預計網路安全將是預測期內最大的細分市場。

由於網路安全在保障車對車 (V2V) 和車對基礎設施 (V2I)通訊方面發揮關鍵作用,預計在預測期內,網路安全領域將佔據最大的市場佔有率。網路安全解決方案能夠保護聯網汽車和自動駕駛車輛未授權存取、資料外洩和服務中斷。車載資訊系統、車載資訊娛樂系統和雲端連接平台的日益普及進一步推動了網路安全解決方案的普及。此外,日益嚴格的網路安全合規性法規也鞏固了該領域的市場主導地位。

預計在預測期內,電動車的複合年成長率將最高。

預計在預測期內,電動車細分市場將實現最高成長率,這主要得益於電動車及其相關連網功能的快速普及。電動車對軟體主導的電池管理、充電網路和遠端資訊處理技術的依賴程度較高,這使得它們越來越容易受到網路威脅。因此,汽車製造商正優先考慮將網路安全融入電動車的設計中。政府對電動車生產的獎勵不斷增加,以及消費者對安全、永續出行方式的需求日益成長,都在加速這一細分市場的成長。

佔比最大的地區:

由於亞太地區汽車產量不斷成長、聯網汽車滲透率高以及政府政策支持,預計該地區將在預測期內佔據最大的市場佔有率。中國、日本和韓國在自動駕駛和智慧汽車技術的整合方面處於主導。此外,汽車製造商和網路安全解決方案提供商不斷增加的投資也增強了該地區的實力。消費者對車輛安全和資料隱私意識的提高進一步鞏固了亞太地區在汽車網路安全市場的主導地位。

複合年成長率最高的地區:

在預測期內,北美預計將實現最高的複合年成長率,這主要得益於先進的汽車技術、電動車的高滲透率以及聯網汽車和自動駕駛汽車的早期應用。美國市場受益於強大的研發基礎設施、科技公司與汽車公司之間的策略夥伴關係以及嚴格的網路安全法規。車輛電氣化和移動出行服務的普及進一步推動了市場需求。威脅偵測、加密和空中升級等方面的持續技術創新,使北美成為汽車網路安全領域快速成長的區域市場。

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    • 基於產品系列、地域覆蓋和策略聯盟對主要企業基準化分析

目錄

第1章執行摘要

第2章 引言

  • 概述
  • 相關利益者
  • 分析範圍
  • 分析方法
    • 資料探勘
    • 數據分析
    • 數據檢驗
    • 分析方法
  • 分析材料
    • 原始研究資料
    • 二手研究資訊來源
    • 先決條件

第3章 市場趨勢分析

  • 促進要素
  • 抑制因素
  • 市場機遇
  • 威脅
  • 應用分析
  • 終端用戶分析
  • 新興市場
  • 感染疾病疫情的影響

第4章 波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代產品的威脅
  • 新參與企業的威脅
  • 公司間的競爭

5. 全球汽車網路安全市場(依安全類型分類)

  • 網路安全
  • 應用程式安全
  • 雲端安全
  • 端點安全
  • 無線安全

6. 全球汽車網路安全市場(依動力類型分類)

  • 內燃機(ICE)汽車
  • 電動車

7. 全球汽車網路安全市場(依車輛類型分類)

  • 搭乘用車
  • 輕型商用車
  • 大型商用車輛

8. 全球汽車網路安全市場(按應用領域分類)

  • 車載資訊系統
  • 資訊娛樂系統
  • 動力傳動系統系統
  • 車輛控制和舒適系統
  • ADAS和安全系統

9. 全球汽車網路安全市場(依最終用戶分類)

  • 汽車OEM廠商
  • 車隊營運商
  • 通訊業者
  • 軟體開發者

第10章:全球汽車網路安全市場(按地區分類)

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 亞太其他地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美洲
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲地區

第11章:主要趨勢

  • 合約、商業夥伴關係和合資企業
  • 企業合併(M&A)
  • 新產品發布
  • 業務拓展
  • 其他關鍵策略

第12章:公司簡介

  • Bosch Mobility Solutions
  • Continental AG
  • Harman International
  • Aptiv PLC
  • DENSO
  • BlackBerry
  • Intertek
  • Karamba Security
  • Lear Corporation
  • NXP Semiconductors
  • Upstream Security
  • Capgemini
  • Argus Cyber Security
  • Cybellum
  • ETAS
  • Infineon Technologies AG
  • Panasonic Holdings
Product Code: SMRC31995

According to Stratistics MRC, the Global Vehicle Cybersecurity Market is accounted for $1.1 billion in 2025 and is expected to reach $2.7 billion by 2032 growing at a CAGR of 14.1% during the forecast period. Vehicle Cybersecurity refers to the protection of digital systems within a vehicle from unauthorized access, manipulation, or damage. Modern vehicles contain software that controls navigation, communication, entertainment, and safety features. Cybersecurity measures include encryption, firewalls, intrusion detection, and secure coding practices to safeguard these systems. The goal is to prevent hacking, data theft, and system failures that could compromise safety or privacy. It ensures that vehicles operate reliably and securely in connected environments.

According to Upstream Security, modern vehicles process over 25 GB of data hourly, creating multiple attack surfaces that require specialized cybersecurity solutions to protect critical systems like brakes and steering from hackers.

Market Dynamics:

Driver:

Connected and autonomous vehicle expansion

The Vehicle Cybersecurity Market is being driven by the rapid proliferation of connected and autonomous vehicles, which increasingly rely on software and networked systems for navigation, infotainment, and safety. Fueled by growing IoT integration, these vehicles are vulnerable to cyberattacks, prompting automakers to invest in robust security solutions. Additionally, consumer demand for safe, reliable, and data-secure vehicles is accelerating adoption. As connected mobility expands globally, the need for proactive cybersecurity frameworks becomes a critical market driver.

Restraint:

Cost of comprehensive solutions

High costs associated with implementing comprehensive vehicle cybersecurity solutions remain a significant market restraint. Advanced encryption, intrusion detection systems, and real-time monitoring require substantial investment, especially for small and mid-sized automakers. Additionally, integrating these solutions into legacy systems can further escalate expenses. Cost pressures may delay adoption in emerging markets and limit deployment across vehicle fleets. Consequently, financial constraints pose a challenge to the widespread implementation of end-to-end cybersecurity measures in the automotive sector.

Opportunity:

Partnerships with tech firms

Collaborations between automakers and technology firms present substantial growth opportunities for the Vehicle Cybersecurity Market. Partnerships enable access to cutting-edge AI, machine learning, and blockchain solutions that enhance threat detection and mitigation. Tech collaborations also facilitate faster development of over-the-air security updates and predictive risk analytics. Additionally, joint initiatives improve compliance with evolving regulatory standards and cybersecurity certifications. Such strategic alliances position stakeholders to deliver secure, scalable, and future-ready mobility solutions, expanding market potential.

Threat:

Rapidly evolving threats

The Vehicle Cybersecurity Market faces threats from rapidly evolving cyberattack techniques, including ransomware, malware, and vehicle-to-everything (V2X) vulnerabilities. Hackers continuously exploit software flaws in connected and autonomous vehicles, increasing risk exposure for OEMs and consumers. The dynamic threat landscape requires continuous system updates and advanced monitoring, raising operational complexity. Furthermore, regulatory and liability concerns amplify the stakes for automakers. Failure to adapt quickly can lead to financial loss, reputational damage, and reduced consumer trust, constraining market growth.

Covid-19 Impact:

The COVID-19 pandemic temporarily disrupted vehicle production and supply chains but simultaneously accelerated digitalization and connected mobility adoption. With increased reliance on telematics, remote diagnostics, and over-the-air updates, the demand for robust cybersecurity solutions intensified. Automakers and fleet operators prioritized protecting data integrity and system resilience. Additionally, remote work and software-focused R&D initiatives advanced security innovation. Overall, COVID-19 highlighted vulnerabilities in vehicle networks and reinforced the importance of cybersecurity as a critical investment for the automotive industry.

The network security segment is expected to be the largest during the forecast period

The network security segment is expected to account for the largest market share during the forecast period, resulting from its crucial role in safeguarding vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communications. Network security solutions protect against unauthorized access, data breaches, and service disruptions in connected and autonomous vehicles. Increasing deployment of telematics, infotainment systems, and cloud-connected platforms further drives adoption. Additionally, regulatory emphasis on cybersecurity compliance strengthens the segment's dominance in the market.

The electric vehicles segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the electric vehicles segment is predicted to witness the highest growth rate, propelled by the rapid expansion of EV adoption and associated connectivity features. EVs rely heavily on software-driven battery management, charging networks, and telematics, increasing vulnerability to cyber threats. Consequently, automakers are prioritizing cybersecurity integration in EV designs. Rising government incentives for EV production and growing consumer demand for secure, sustainable mobility amplify the segment's growth trajectory.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share, attributed to the region's expanding automotive production, high adoption of connected vehicles, and supportive government policies. China, Japan, and South Korea are leading the integration of autonomous and smart vehicle technologies. Additionally, increasing investment by OEMs and cybersecurity solution providers strengthens regional capabilities. Growing consumer awareness regarding vehicle safety and data privacy further consolidates Asia Pacific's dominance in the vehicle cybersecurity market.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR associated with advanced automotive technologies, high EV penetration, and early adoption of connected and autonomous vehicles. The U.S. market benefits from robust R&D infrastructure, strategic partnerships between tech and automotive firms, and stringent cybersecurity regulations. Rising fleet electrification and mobility services adoption further drive demand. Continuous innovation in threat detection, encryption, and over-the-air updates positions North America as the fastest-growing regional market for vehicle cybersecurity.

Key players in the market

Some of the key players in Vehicle Cybersecurity Market include Bosch Mobility Solutions, Continental AG, Harman International, Aptiv PLC, DENSO, BlackBerry, Intertek, Karamba Security, Lear Corporation, NXP Semiconductors, Upstream Security, Capgemini, Argus Cyber Security, Cybellum, ETAS, Infineon Technologies AG, and Panasonic Holdings.

Key Developments:

In August 2025, Harman International introduced its "Shield-X" platform for over-the-air threat response and ECU hardening. The system integrates with OEM cloud and supports predictive security analytics.

In August 2025, Cybellum launched its "Cyber Digital Twin" platform for continuous vulnerability management. The system maps software BOMs and supports compliance with ISO 21434 and WP.29.

In February 2025, Infineon Technologies launched its AURIX(TM) TC4x family with enhanced HSM and post-quantum cryptography support. The chips target secure automotive architectures and V2X applications.

Security Types Covered:

  • Network Security
  • Application Security
  • Cloud Security
  • Endpoint Security
  • Wireless Security

Propulsion Types Covered:

  • Internal Combustion Engine (ICE) Vehicles
  • Electric Vehicles

Vehicle Types Covered:

  • Passenger Cars
  • Light Commercial Vehicles
  • Heavy Commercial Vehicles
  • Electric Vehicles

Applications Covered:

  • Telematics Systems
  • Infotainment Systems
  • Powertrain Systems
  • Body Control & Comfort Systems
  • ADAS & Safety Systems

End Users Covered:

  • Automotive OEMs
  • Fleet Operators
  • Telecommunications Providers
  • Software Developers

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Vehicle Cybersecurity Market, By Security Type

  • 5.1 Introduction
  • 5.2 Network Security
  • 5.3 Application Security
  • 5.4 Cloud Security
  • 5.5 Endpoint Security
  • 5.6 Wireless Security

6 Global Vehicle Cybersecurity Market, By Propulsion Type

  • 6.1 Introduction
  • 6.2 Internal Combustion Engine (ICE) Vehicles
  • 6.3 Electric Vehicles

7 Global Vehicle Cybersecurity Market, By Vehicle Type

  • 7.1 Introduction
  • 7.2 Passenger Cars
  • 7.3 Light Commercial Vehicles
  • 7.4 Heavy Commercial Vehicles

8 Global Vehicle Cybersecurity Market, By Application

  • 8.1 Introduction
  • 8.2 Telematics Systems
  • 8.3 Infotainment Systems
  • 8.4 Powertrain Systems
  • 8.5 Body Control & Comfort Systems
  • 8.6 ADAS & Safety Systems

9 Global Vehicle Cybersecurity Market, By End User

  • 9.1 Introduction
  • 9.2 Automotive OEMs
  • 9.3 Fleet Operators
  • 9.4 Telecommunications Providers
  • 9.5 Software Developers

10 Global Vehicle Cybersecurity Market, By Geography

  • 10.1 Introduction
  • 10.2 North America
    • 10.2.1 US
    • 10.2.2 Canada
    • 10.2.3 Mexico
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 UK
    • 10.3.3 Italy
    • 10.3.4 France
    • 10.3.5 Spain
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 Japan
    • 10.4.2 China
    • 10.4.3 India
    • 10.4.4 Australia
    • 10.4.5 New Zealand
    • 10.4.6 South Korea
    • 10.4.7 Rest of Asia Pacific
  • 10.5 South America
    • 10.5.1 Argentina
    • 10.5.2 Brazil
    • 10.5.3 Chile
    • 10.5.4 Rest of South America
  • 10.6 Middle East & Africa
    • 10.6.1 Saudi Arabia
    • 10.6.2 UAE
    • 10.6.3 Qatar
    • 10.6.4 South Africa
    • 10.6.5 Rest of Middle East & Africa

11 Key Developments

  • 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 11.2 Acquisitions & Mergers
  • 11.3 New Product Launch
  • 11.4 Expansions
  • 11.5 Other Key Strategies

12 Company Profiling

  • 12.1 Bosch Mobility Solutions
  • 12.2 Continental AG
  • 12.3 Harman International
  • 12.4 Aptiv PLC
  • 12.5 DENSO
  • 12.6 BlackBerry
  • 12.7 Intertek
  • 12.8 Karamba Security
  • 12.9 Lear Corporation
  • 12.10 NXP Semiconductors
  • 12.11 Upstream Security
  • 12.12 Capgemini
  • 12.13 Argus Cyber Security
  • 12.14 Cybellum
  • 12.15 ETAS
  • 12.16 Infineon Technologies AG
  • 12.17 Panasonic Holdings

List of Tables

  • Table 1 Global Vehicle Cybersecurity Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Vehicle Cybersecurity Market Outlook, By Security Type (2024-2032) ($MN)
  • Table 3 Global Vehicle Cybersecurity Market Outlook, By Network Security (2024-2032) ($MN)
  • Table 4 Global Vehicle Cybersecurity Market Outlook, By Application Security (2024-2032) ($MN)
  • Table 5 Global Vehicle Cybersecurity Market Outlook, By Cloud Security (2024-2032) ($MN)
  • Table 6 Global Vehicle Cybersecurity Market Outlook, By Endpoint Security (2024-2032) ($MN)
  • Table 7 Global Vehicle Cybersecurity Market Outlook, By Wireless Security (2024-2032) ($MN)
  • Table 8 Global Vehicle Cybersecurity Market Outlook, By Propulsion Type (2024-2032) ($MN)
  • Table 9 Global Vehicle Cybersecurity Market Outlook, By Internal Combustion Engine (ICE) Vehicles (2024-2032) ($MN)
  • Table 10 Global Vehicle Cybersecurity Market Outlook, By Electric Vehicles (2024-2032) ($MN)
  • Table 11 Global Vehicle Cybersecurity Market Outlook, By Vehicle Type (2024-2032) ($MN)
  • Table 12 Global Vehicle Cybersecurity Market Outlook, By Passenger Cars (2024-2032) ($MN)
  • Table 13 Global Vehicle Cybersecurity Market Outlook, By Light Commercial Vehicles (2024-2032) ($MN)
  • Table 14 Global Vehicle Cybersecurity Market Outlook, By Heavy Commercial Vehicles (2024-2032) ($MN)
  • Table 15 Global Vehicle Cybersecurity Market Outlook, By Application (2024-2032) ($MN)
  • Table 16 Global Vehicle Cybersecurity Market Outlook, By Telematics Systems (2024-2032) ($MN)
  • Table 17 Global Vehicle Cybersecurity Market Outlook, By Infotainment Systems (2024-2032) ($MN)
  • Table 18 Global Vehicle Cybersecurity Market Outlook, By Powertrain Systems (2024-2032) ($MN)
  • Table 19 Global Vehicle Cybersecurity Market Outlook, By Body Control & Comfort Systems (2024-2032) ($MN)
  • Table 20 Global Vehicle Cybersecurity Market Outlook, By ADAS & Safety Systems (2024-2032) ($MN)
  • Table 21 Global Vehicle Cybersecurity Market Outlook, By End User (2024-2032) ($MN)
  • Table 22 Global Vehicle Cybersecurity Market Outlook, By Automotive OEMs (2024-2032) ($MN)
  • Table 23 Global Vehicle Cybersecurity Market Outlook, By Fleet Operators (2024-2032) ($MN)
  • Table 24 Global Vehicle Cybersecurity Market Outlook, By Telecommunications Providers (2024-2032) ($MN)
  • Table 25 Global Vehicle Cybersecurity Market Outlook, By Software Developers (2024-2032) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.