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1587625

到 2030 年的 ABAS（自動入侵和攻擊模擬）市場預測：按類型、產品、部署模型、組織規模、應用程式、最終用戶和區域進行的全球分析

Automated Breach and Attack Simulation Market Forecasts to 2030 - Global Analysis By Type, Offering, Deployment Model, Organization Size, 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，2024年全球ABAS（自動入侵和攻擊模擬）市場規模為3.24億美元，預計到2030年將達到20.865億美元，預測期內複合年成長率為36.4%。

ABAS（自動入侵和攻擊模擬）是一種網路安全技術，它使用自動化工具來模擬對組織系統的真實攻擊。透過模仿網路對手的策略、技術和程序，ABAS 幫助識別安全防禦中的漏洞和弱點。這種主動方法使組織能夠評估其對潛在違規行為的準備情況，加強其事件回應策略並改善其整體安全狀況。定期模擬可以持續監控和適應不斷變化的威脅，從而強力地防禦網路威脅。

IBEF表示，印度的IT和商業服務市場預計將大幅成長，預計到2025年將達到199.3億美元。此外，印度的IT支出預計將在2024年大幅成長11.1%，從前上年度的1,247億美元達到1,386億美元。

數位轉型舉措

市場的數位轉型努力正在推動人工智慧和機器學習等先進技術的整合。這些創新提高了模擬的準確性和效率，使組織能夠更好地預測和減輕潛在的網路威脅。隨著企業越來越重視網路安全，ABAS 工具擴大被採用來實現即時評估、改進的事件回應以及保護數位資產免受不斷變化的威脅的主動方法。

缺乏熟練的專業人員

市場上缺乏熟練的專業人員為組織帶來了重大挑戰。由於合格專業人員數量有限，公司難以有效實施和管理模擬工具，從而在網路安全實踐中造成差距。這些技能差距可能會導致威脅評估不充分、事件回應時間變慢，並最終增加遭受網路攻擊的脆弱性。因此，組織可能面臨更大的風險、財務損失和聲譽損害。

人工智慧和機器學習整合

市場上人工智慧（AI）和機器學習（ML）的整合將提高網路安全策略的有效性。人工智慧和機器學習演算法分析大量資料以識別模式和漏洞，從而實現對網路威脅進行更真實和自適應的模擬。該技術使組織能夠預測攻擊向量、最佳化安全通訊協定並不斷改進防禦，最終提高應對不斷變化的網路風險的彈性。

缺乏意識

缺乏意識可能會嚴重阻礙組織的網路安全工作。許多企業沒有意識到主動威脅評估的重要性，導致他們容易受到高階網路攻擊。這種無知導致對 ABAS 關鍵工具和流程的投資不足，從而導致準備不足和事件回應延遲。因此，由於未解決的安全漏洞，組織可能會面臨更大的風險、財務損失和聲譽損害。

COVID-19 的影響：

COVID-19 大流行加速了遠距工作的採用，並對 ABAS（自動入侵和攻擊模擬）市場產生了重大影響。隨著組織向數位業務轉型，對強大網路安全解決方案的需求激增，暴露了現有系統中的漏洞。這一變化促使人們增加對 ABAS 工具的投資，以評估和加強對不斷變化的威脅的防禦。因此，疫情凸顯了持續安全評估的迫切需要，並促進了 ABAS 領域的創新和成長。

預計威脅情報部門在預測期內將是最大的

預計威脅情報領域將在預測期內佔據最大的市場佔有率。透過將威脅情報來源整合到模擬工具中，公司可以創建反映對手目前使用的攻擊向量和技術的真實場景。這提高了模擬的有效性，實現更準確的漏洞評估和主動預防，並最終改善整體網路安全狀況和針對潛在漏洞的準備。

預計醫療保健產業在預測期內複合年成長率最高

預計醫療保健產業在預測期內的複合年成長率最高。隨著針對醫療機構的網路威脅不斷增加，ABAS 工具可以幫助識別管理電子健康記錄和醫療設備的系統中的漏洞。透過模擬潛在的攻擊，醫療保健組織可以主動強化防禦，增強事件回應計劃，並在快速變化的威脅環境中確保關鍵訊息的完整性和機密性。

比最大的地區

預計北美地區在預測期內將佔據最大的市場佔有率。組織正在優先考慮網路安全投資以保護敏感資料，並且擴大採用 ABAS 工具。該地區先進的技術基礎設施加上對創新的濃厚興趣，為網路安全解決方案創造了競爭環境。此外，對潛在漏洞的認知不斷增強，促使組織實施主動模擬策略以提高安全性。

複合年成長率最高的地區：

由於網路威脅不斷增加以及對強力的網路安全措施的需求，預計亞太地區將在預測期內實現最高的成長率。這一趨勢得到了旨在加強IT基礎設施和數位服務的政府計劃的支持。公司正在建立戰略夥伴關係，以加強其在該地區的分銷網路。此外，各公司正在建立策略夥伴關係關係，以加強其在該地區的分銷網路。

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目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 先決條件

第3章市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19 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
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章全球ABAS（自動入侵和攻擊模擬）市場：按類型

  • 網路為基礎的模擬
  • 基於端點的模擬
  • 雲端安全模擬
  • 社交工程模擬
  • 實體安全模擬
  • 其他類型

第6章全球ABAS（自動入侵與攻擊模擬）市場：依產品分類

  • 解決方案
    • 軟體解決方案
    • 平台即服務(PaaS)
  • 服務
    • 託管服務
    • 諮詢服務
  • 授權選項

第7章全球ABAS（自動入侵和攻擊模擬）市場：按部署模型

  • 本地
  • 雲端基礎

第8章全球ABAS（自動入侵和攻擊模擬）市場：按組織規模

  • 小型企業
  • 主要企業

第9章全球ABAS（自動入侵和攻擊模擬）市場：按應用

  • 漏洞管理
  • 威脅情報
  • 安全訓練
  • 合規管理
  • 其他用途

第10章全球ABAS（自動入侵和攻擊模擬）市場：依最終用戶分類

  • 銀行、金融服務和保險 (BFSI)
  • 衛生保健
  • 零售
  • 資訊科技和通訊
  • 政府
  • 其他最終用戶

第11章全球ABAS（自動入侵和攻擊模擬）市場：按地區

  • 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
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東/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

第12章 主要進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務拓展
  • 其他關鍵策略

第13章 公司概況

  • AttackIQ
  • Keysight Technologies
  • Cymulate
  • Skybox Security, Inc.
  • FireMon, LLC
  • Picus Security
  • SafeBreach
  • IBM Security
  • ReliaQuest
  • Corelite
  • Nopal Cyber
  • XM Cyber
  • Sophos Limited
  • Mandiant
  • Darktrace
Product Code: SMRC27610

According to Stratistics MRC, the Global Automated Breach and Attack Simulation Market is accounted for $324.0 million in 2024 and is expected to reach $2,086.5 million by 2030 growing at a CAGR of 36.4% during the forecast period. Automated Breach and Attack Simulation (ABAS) is a cybersecurity technique that employs automated tools to simulate real-world attacks on an organization's systems. By mimicking the tactics, techniques, and procedures of cyber adversaries, ABAS helps identify vulnerabilities and weaknesses in security defenses. This proactive approach allows organizations to assess their readiness against potential breaches, enhance incident response strategies, and improve overall security posture. Regular simulations enable continuous monitoring and adaptation to evolving threat landscapes, ensuring robust protection against cyber threats.

According to IBEF, India is expected to see significant growth in its IT and business services market, reaching an estimated USD 19.93 billion by 2025. Additionally, IT spending in India is anticipated to experience a substantial 11.1% growth in 2024, reaching a total of USD 138.6 billion, compared to USD 124.7 billion in the preceding year.

Market Dynamics:

Driver:

Digital transformation initiatives

Digital transformation initiatives in the market are driving the integration of advanced technologies like artificial intelligence and machine learning. These innovations enhance the accuracy and efficiency of simulations, enabling organizations to better predict and mitigate potential cyber threats. As businesses increasingly prioritize cybersecurity, the adoption of ABAS tools is growing, allowing for real-time assessments, improved incident response, and a proactive approach to safeguarding digital assets against evolving threats.

Restraint:

Shortage of skilled professionals

The shortage of skilled professionals in the market poses significant challenges for organizations. With a limited pool of qualified experts, companies struggle to effectively implement and manage simulation tools, leading to gaps in cybersecurity preparedness. This skill gap can result in inadequate threat assessments, slower incident response times, and ultimately increased vulnerability to cyberattacks. Consequently, organizations may face greater risks, financial losses, and damage to their reputations.

Opportunity:

Integration of AI and ML

The integration of artificial intelligence (AI) and machine learning (ML) in the market enhances the effectiveness of cybersecurity strategies. AI and ML algorithms analyze vast amounts of data to identify patterns and vulnerabilities, enabling more realistic and adaptive simulations of cyber threats. This technology allows organizations to predict attack vectors, optimize security protocols, and continuously improve their defenses, ultimately strengthening their resilience against evolving cyber risks.

Threat:

Lack of awareness

The lack of awareness significantly hampers organizations' cybersecurity efforts. Many businesses fail to recognize the importance of proactive threat assessments, leaving them vulnerable to sophisticated cyberattacks. This ignorance can lead to underinvestment in essential ABAS tools and processes, resulting in inadequate preparation and delayed incident responses. Consequently, organizations may suffer heightened risks, financial losses, and reputational damage due to unaddressed security weaknesses.

Covid-19 Impact:

The COVID-19 pandemic accelerated the adoption of remote work, significantly impacting the Automated Breach and Attack Simulation market. As organizations transitioned to digital operations, the demand for robust cybersecurity solutions surged, highlighting vulnerabilities in existing systems. This shift prompted increased investment in ABAS tools to assess and fortify defenses against evolving threats. Consequently, the pandemic emphasized the critical need for continuous security assessments, driving innovation and growth within the ABAS sector.

The threat intelligence segment is projected to be the largest during the forecast period

The threat intelligence segment is projected to account for the largest market share during the projection period. By integrating threat intelligence feeds into simulation tools, businesses can create realistic scenarios that reflect current attack vectors and techniques used by adversaries. This enhances the effectiveness of simulations, enabling more accurate vulnerability assessments and proactive defenses, ultimately improving overall cybersecurity posture and preparedness against potential breaches.

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

The healthcare segment is expected to have the highest CAGR during the extrapolated period. As cyber threats targeting healthcare facilities grow, ABAS tools help identify vulnerabilities in systems that manage electronic health records and medical devices. By simulating potential attacks, healthcare organizations can proactively strengthen their defenses, enhance incident response plans, and ensure the integrity and confidentiality of critical information in a rapidly evolving threat landscape.

Region with largest share:

North America region is projected to account for the largest market share during the forecast period. Organizations are prioritizing cybersecurity investments to protect sensitive data, leading to heightened adoption of ABAS tools. The region's advanced technological infrastructure, coupled with a strong focus on innovation, fosters a competitive environment for cybersecurity solutions. Additionally, the growing awareness of potential vulnerabilities drives organizations to implement proactive simulation strategies for enhanced security.

Region with highest CAGR:

Asia Pacific is expected to register the highest growth rate over the forecast period driven by increasing cyber threats and the need for robust cybersecurity measures. This trend is supported by government programs aimed at boosting IT infrastructure and digital services. Companies are forming strategic partnerships to enhance their distribution networks in the region. Furthermore, Companies are forming strategic partnerships to enhance their distribution networks in the region.

Key players in the market

Some of the key players in Automated Breach and Attack Simulation market include AttackIQ, Keysight Technologies, Cymulate, Skybox Security, Inc., FireMon, LLC, Picus Security, SafeBreach, IBM Security, ReliaQuest, Corelite, Nopal Cyber, XM Cyber, Sophos Limited, Mandiant and Darktrace.

Key Developments:

In May 2023, Keysight Technologies launched a new cybersecurity partnership program for managed security service providers (MSSP) to improve the security posture of organizations using the industry-leading breach and attack simulation (BAS) capabilities of Keysight Threat Simulator..

In March 2023, AttackIQ launched AttackIQ Ready!, a fully managed breach and attack simulation service. This service simplifies the execution of continuous security validation programs by providing real-time results and faster remediation through an automated platform.

Types Covered:

  • Network-based Simulation
  • Endpoint-based Simulation
  • Cloud Security Simulation
  • Social Engineering Simulation
  • Physical Security Simulation
  • Other Types

Offerings Covered:

  • Solutions
  • Services
  • Foot & Ankle
  • Spinal Fusion
  • Long Bone
  • Trauma

Deployment Models Covered:

  • On-Premises
  • Cloud-Based

Organization Sizes Covered:

  • Small and Medium Enterprises (SMEs)
  • Large Enterprises

Applications Covered:

  • Vulnerability Management
  • Threat Intelligence
  • Security Training
  • Compliance Management
  • Other Applications

End Users Covered:

  • Banking, Financial Services, and Insurance (BFSI)
  • Healthcare
  • Retail
  • IT and Telecommunications
  • Government
  • Other End Users

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 2022, 2023, 2024, 2026, and 2030
  • 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 Automated Breach And Attack Simulation Market, By Type

  • 5.1 Introduction
  • 5.2 Network-based Simulation
  • 5.3 Endpoint-based Simulation
  • 5.4 Cloud Security Simulation
  • 5.5 Social Engineering Simulation
  • 5.6 Physical Security Simulation
  • 5.7 Other Types

6 Global Automated Breach And Attack Simulation Market, By Offering

  • 6.1 Introduction
  • 6.2 Solutions
    • 6.2.1 Software Solutions
    • 6.2.2 Platform-as-a-Service (PaaS)
  • 6.3 Services
    • 6.3.1 Managed Services
    • 6.3.2 Consulting Services
  • 6.4 Licensing Options

7 Global Automated Breach And Attack Simulation Market, By Deployment Model

  • 7.1 Introduction
  • 7.2 On-Premises
  • 7.3 Cloud-Based

8 Global Automated Breach And Attack Simulation Market, By Organization Size

  • 8.1 Introduction
  • 8.2 Small and Medium Enterprises (SMEs)
  • 8.3 Large Enterprises

9 Global Automated Breach And Attack Simulation Market, By Application

  • 9.1 Introduction
  • 9.2 Vulnerability Management
  • 9.3 Threat Intelligence
  • 9.4 Security Training
  • 9.5 Compliance Management
  • 9.6 Other Applications

10 Global Automated Breach And Attack Simulation Market, By End User

  • 10.1 Introduction
  • 10.2 Banking, Financial Services, and Insurance (BFSI)
  • 10.3 Healthcare
  • 10.4 Retail
  • 10.5 IT and Telecommunications
  • 10.6 Government
  • 10.7 Other End Users

11 Global Automated Breach And Attack Simulation Market, By Geography

  • 11.1 Introduction
  • 11.2 North America
    • 11.2.1 US
    • 11.2.2 Canada
    • 11.2.3 Mexico
  • 11.3 Europe
    • 11.3.1 Germany
    • 11.3.2 UK
    • 11.3.3 Italy
    • 11.3.4 France
    • 11.3.5 Spain
    • 11.3.6 Rest of Europe
  • 11.4 Asia Pacific
    • 11.4.1 Japan
    • 11.4.2 China
    • 11.4.3 India
    • 11.4.4 Australia
    • 11.4.5 New Zealand
    • 11.4.6 South Korea
    • 11.4.7 Rest of Asia Pacific
  • 11.5 South America
    • 11.5.1 Argentina
    • 11.5.2 Brazil
    • 11.5.3 Chile
    • 11.5.4 Rest of South America
  • 11.6 Middle East & Africa
    • 11.6.1 Saudi Arabia
    • 11.6.2 UAE
    • 11.6.3 Qatar
    • 11.6.4 South Africa
    • 11.6.5 Rest of Middle East & Africa

12 Key Developments

  • 12.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 12.2 Acquisitions & Mergers
  • 12.3 New Product Launch
  • 12.4 Expansions
  • 12.5 Other Key Strategies

13 Company Profiling

  • 13.1 AttackIQ
  • 13.2 Keysight Technologies
  • 13.3 Cymulate
  • 13.4 Skybox Security, Inc.
  • 13.5 FireMon, LLC
  • 13.6 Picus Security
  • 13.7 SafeBreach
  • 13.8 IBM Security
  • 13.9 ReliaQuest
  • 13.10 Corelite
  • 13.11 Nopal Cyber
  • 13.12 XM Cyber
  • 13.13 Sophos Limited
  • 13.14 Mandiant
  • 13.15 Darktrace

List of Tables

  • Table 1 Global Automated Breach And Attack Simulation Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Automated Breach And Attack Simulation Market Outlook, By Type (2022-2030) ($MN)
  • Table 3 Global Automated Breach And Attack Simulation Market Outlook, By Network-based Simulation (2022-2030) ($MN)
  • Table 4 Global Automated Breach And Attack Simulation Market Outlook, By Endpoint-based Simulation (2022-2030) ($MN)
  • Table 5 Global Automated Breach And Attack Simulation Market Outlook, By Cloud Security Simulation (2022-2030) ($MN)
  • Table 6 Global Automated Breach And Attack Simulation Market Outlook, By Social Engineering Simulation (2022-2030) ($MN)
  • Table 7 Global Automated Breach And Attack Simulation Market Outlook, By Physical Security Simulation (2022-2030) ($MN)
  • Table 8 Global Automated Breach And Attack Simulation Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 9 Global Automated Breach And Attack Simulation Market Outlook, By Offering (2022-2030) ($MN)
  • Table 10 Global Automated Breach And Attack Simulation Market Outlook, By Solutions (2022-2030) ($MN)
  • Table 11 Global Automated Breach And Attack Simulation Market Outlook, By Software Solutions (2022-2030) ($MN)
  • Table 12 Global Automated Breach And Attack Simulation Market Outlook, By Platform-as-a-Service (PaaS) (2022-2030) ($MN)
  • Table 13 Global Automated Breach And Attack Simulation Market Outlook, By Services (2022-2030) ($MN)
  • Table 14 Global Automated Breach And Attack Simulation Market Outlook, By Managed Services (2022-2030) ($MN)
  • Table 15 Global Automated Breach And Attack Simulation Market Outlook, By Consulting Services (2022-2030) ($MN)
  • Table 16 Global Automated Breach And Attack Simulation Market Outlook, By Licensing Options (2022-2030) ($MN)
  • Table 17 Global Automated Breach And Attack Simulation Market Outlook, By Deployment Model (2022-2030) ($MN)
  • Table 18 Global Automated Breach And Attack Simulation Market Outlook, By On-Premises (2022-2030) ($MN)
  • Table 19 Global Automated Breach And Attack Simulation Market Outlook, By Cloud-Based (2022-2030) ($MN)
  • Table 20 Global Automated Breach And Attack Simulation Market Outlook, By Organization Size (2022-2030) ($MN)
  • Table 21 Global Automated Breach And Attack Simulation Market Outlook, By Small and Medium Enterprises (SMEs) (2022-2030) ($MN)
  • Table 22 Global Automated Breach And Attack Simulation Market Outlook, By Large Enterprises (2022-2030) ($MN)
  • Table 23 Global Automated Breach And Attack Simulation Market Outlook, By Application (2022-2030) ($MN)
  • Table 24 Global Automated Breach And Attack Simulation Market Outlook, By Vulnerability Management (2022-2030) ($MN)
  • Table 25 Global Automated Breach And Attack Simulation Market Outlook, By Threat Intelligence (2022-2030) ($MN)
  • Table 26 Global Automated Breach And Attack Simulation Market Outlook, By Security Training (2022-2030) ($MN)
  • Table 27 Global Automated Breach And Attack Simulation Market Outlook, By Compliance Management (2022-2030) ($MN)
  • Table 28 Global Automated Breach And Attack Simulation Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 29 Global Automated Breach And Attack Simulation Market Outlook, By End User (2022-2030) ($MN)
  • Table 30 Global Automated Breach And Attack Simulation Market Outlook, By Banking, Financial Services, and Insurance (BFSI) (2022-2030) ($MN)
  • Table 31 Global Automated Breach And Attack Simulation Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 32 Global Automated Breach And Attack Simulation Market Outlook, By Retail (2022-2030) ($MN)
  • Table 33 Global Automated Breach And Attack Simulation Market Outlook, By IT and Telecommunications (2022-2030) ($MN)
  • Table 34 Global Automated Breach And Attack Simulation Market Outlook, By Government (2022-2030) ($MN)
  • Table 35 Global Automated Breach And Attack Simulation Market Outlook, By Other End Users (2022-2030) ($MN)

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