This report was recently updated on April 27 2024 with the latest and most recent
market numbers
Global AI in Behavioral Analysis for Cybersecurity Market Size, Trends & Analysis - Forecasts to 2029 By Component (Solution and Services), By Application (Insider Threat Detection, External Threat Detection, Fraud Detection, and Risk and Compliance Management), By Security Layer (Endpoint Security and Network Security), and By Region (North America, Asia Pacific, Central and South America, Europe, and Middle East and Africa), Competitive Landscape, Company Market Share Analysis, and End User Analysis
The global AI in behavioral analysis for cybersecurity market is estimated to exhibit a CAGR of 24.1% from 2024 to 2029.
The growing cyber threats and rising demand for enhanced cyber safety solutions drive market growth. The use of preset rules and signatures in traditional cybersecurity solutions can lead to a delay in the detection and reaction to new cyber threats. Organizations can minimize the potential damage caused by cyberattacks by detecting and responding to risks as they arise through AI-powered behavioral analysis, which can evaluate enormous volumes of data in real time. Moreover, cyber attackers are continuously developing more sophisticated and stealthy methods to bypass traditional security measures. Conventional security systems frequently miss these sophisticated threats. AI-driven behavioral analysis constantly monitors and analyzes user and entity behavior to spot anomalies that might point to hostile activities, providing a proactive security mechanism. For instance, 90% of data breaches are caused by phishing attempts, according to Cisco's 2021 Cyber Security Threat Trends report.
The shortage of cybersecurity professionals and innovations in artificial intelligence (AI) and machine learning are expected to support the market growth. Organizations sometimes find it difficult to manually examine the massive amounts of data generated by their networks and systems due to a shortage of qualified cybersecurity professionals. Artificial intelligence (AI)-powered behavioral analysis solutions lighten the load on cybersecurity teams by automating threat identification and response, freeing them up to concentrate on more strategic duties. For instance, to adequately protect enterprises' vital assets, the worldwide cybersecurity workforce must grow by 65%, according to the 2021 (ISC)² Cybersecurity Workforce Study.
The growing awareness of AI-driven behavioral analysis solutions and the need for real-time threat detection propel market growth. Public and company awareness of the significance of solid cybersecurity procedures has increased due to high-profile cybersecurity incidents and data breaches that routinely make news. Increased interest and funding in these technologies result from these instances, which frequently emphasize the need for more proactive and sophisticated cybersecurity solutions, such as AI-driven behavioral analysis. Additionally, cybersecurity solution providers are actively promoting their AI-driven behavioral analysis solutions through marketing campaigns, industry events, webinars, and thought leadership content. Through increasing interest and acceptance, these initiatives assist in educating potential clients and decision-makers about the advantages and possible applications of AI-driven behavioral analysis.
AI-driven behavioral analysis solutions can be further integrated with the firewalls, endpoint protection platforms, and SIEM (Security Information and Event Management) systems that exist in the cybersecurity space. Additionally, threat intelligence skills can be improved by using AI-driven behavioral analysis to evaluate and correlate vast amounts of data from many sources, such as threat feeds, open-source intelligence, and dark web monitoring.
However, the high cost of implementing AI in cybersecurity solutions and an over-reliance on training data may hamper market growth over the forecast period.
The solution segment is expected to hold the largest share of the market over the forecast period. Companies can get comprehensive threat detection and response capabilities from AI-driven behavioral analysis solutions. These solutions enable organizations to proactively protect against cyberattacks and limit the effect of security breaches by analyzing large volumes of data in real-time, identifying anomalies and suspicious activity, and automatically responding to security incidents.
The services segment is expected to be the fastest-growing segment in the market from 2024-2029. Implementing AI-driven behavioral analysis solutions can be challenging, as it requires knowledge of IT architecture, cybersecurity, machine learning, and data analytics. Many organizations lack the in-house capabilities and expertise needed to integrate and utilize behavioral analysis solutions powered by AI successfully. As a result, there is a rising need for expert services to assist companies in implementing and maximizing AI-driven behavioral analysis solutions, including consultancy, deployment, integration, and support.
The external threat detection segment is expected to hold the largest share of the market over the forecast period. Organizations are more vulnerable to external threats from hacktivists, nation-state actors, cybercriminals, and other hostile groups. Advanced persistent threats (APTs), ransomware, phishing, DDoS, and malware are some of these threats. Effective threat identification and mitigation depend on external threat detection systems driven by AI-driven behavioral analysis.
The insider threat detection segment is anticipated to be the fastest-growing segment in the market from 2024-2029. Due to their frequent and legitimate access to systems and data, insider threats are hard to identify using conventional security measures. As a result, their actions appear harmless. AI-driven behavioral analysis solutions are well-suited to detecting insider threats by analyzing patterns of behavior and identifying anomalies indicative of malicious intent or unauthorized activities.
The network security segment is expected to hold the largest share of the market over the forecast period. Since networks are the foundation of modern IT infrastructures, enabling communication and data transfer between devices, systems, and people, network security is essential to cybersecurity. Companies must protect their network assets and data from malware, unauthorized access, and other threats to secure their operations and sensitive data.
The endpoint security segment is anticipated to be the fastest-growing segment in the market from 2024-2029. Bring-your-own-device (BYOD) policies and the shift toward remote work have increased the use of endpoint security solutions. There is a higher chance of security breaches when remote workers use different devices and locations to access company information. AI-driven behavioral analysis solutions improve endpoint security by continually monitoring endpoint activity, spotting unusual behavior, and quickly identifying any security events.
North America is expected to be the largest region in the global market. The widespread adoption of cloud services in North America has expanded the attack surface for cyber threats. AI-driven behavioral analysis solutions are becoming increasingly popular among companies to monitor and safeguard cloud environments. For instance, in 2020 alone, 61% of the United States companies moved their workloads to the cloud, according to Zippia.
Asia Pacific is anticipated to witness rapid growth during the forecast period. Governments, companies, and venture capitalists are investing significantly in AI technologies in the Asia Pacific region. Due to this investment, cybersecurity innovation is advancing, and more advanced AI-driven behavioral analysis tools that can handle the region's particular security issues are being developed. For instance, China's AI investment is anticipated to reach USD 26.69 billion in 2026, or roughly 8.9% of global investment, according to the International Data Corporation (IDC).
Darktrace, Vectra AI, Exabeam, Cyberbit, Symantec (now part of Broadcom), Securonix, Rapid7, Cisco Systems, Splunk, CrowdStrike, Securiti.ai, Gurucul, Varonis Systems, Fortinet, FireEye (now part of Mandiant), LogRhythm, SecBI, Observability (formerly SignalFx, acquired by Splunk), Dtex Systems, and Microsoft (Azure Sentinel) among others, are some of the key players operating in the global AI in behavioral analysis for cybersecurity market.
Please note: This is not an exhaustive list of companies profiled in the report.
In July 2023, Darktrace announced the launch of Darktrace HEAL, an AI-enabled product to help companies more effectively prepare for, rapidly remediate, and recover from cyber-attacks.
In March 2023, Vectra AI announced the launch of Vectra Match. Security teams can quickly transition to AI-driven threat detection and response by utilizing Vectra Match, which provides context for intrusion detection signatures in Vectra Network Detection and Response (NDR) without compromising previous signature investments.
1 STRATEGIC INSIGHTS ON NEW REVENUE POCKETS
1.1 Strategic Opportunity & Attractiveness Analysis
1.1.1 Hot Revenue Pockets
1.1.2 Market Attractiveness Score
1.1.3 Revenue Impacting Opportunity
1.1.4 High Growing Region/Country
1.1.5 Competitor Analysis
1.1.6 Consumer Analysis
1.2 Global Market Estimates' View
1.3 Strategic Insights across Business Functions
1.3.1 For Chief Executive Officers
1.3.2 For Chief Marketing Officers
1.3.3 For Chief Strategy Officers
1.4 Evaluate the Potential of your Existing Business Lines vs. New Lines to Enter Into
2 TECHNOLOGICAL TRENDS
2.1 Technological Adoption Rate
2.2 Current Trend Impact Analysis
2.3 Future Trend Impact Analysis
3 GLOBAL AI IN BEHAVIORAL ANALYSIS FOR CYBERSECURITY MARKET OUTLOOK
3.1 Market Pyramid Analysis
3.1.1 Introduction
3.1.2 Adjacent Market Opportunities
3.1.3 Ancillary Market Opportunities
3.2 Demand Side Analysis
3.2.1 Market Drivers: Impact Analysis
3.2.2 Market Restraints: Impact Analysis
3.2.3 Market Opportunities: Impact Analysis
3.2.4 Market Challenges: Impact Analysis
3.3 Supply Side Analysis
3.3.1 Porter’s Five Forces Analysis
3.3.1.1 Threat of New Entrants
3.3.1.2 Threat of New Substitutes
3.3.1.3 Bargaining Power of Suppliers
3.3.1.4 Bargaining Power of Buyers
3.3.1.5 Intensity of Competitive Rivalry
3.3.2 SWOT Analysis; By Factor (Political & Legal, Economic, and Technological)
3.3.2.1 Political Landscape
3.3.2.2 Economic Landscape
3.3.2.3 Social Landscape
3.3.2.4 Technology Landscape
3.3.3 Value Chain Analysis
3.3.4 Trend Analysis
3.3.5 Gap Analysis
3.3.6 Cost Analysis
4 GLOBAL AI IN BEHAVIORAL ANALYSIS FOR CYBERSECURITY MARKET, BY COMPONENT
4.1 Introduction
4.2 AI in Behavioral Analysis for Cybersecurity Market: Component Scope Key Takeaways
4.3 Revenue Growth Analysis, 2023 & 2029
4.4 Solution
4.4.1 Solution Market Estimates and Forecast, 2021-2029 (USD Million)
4.5 Services
4.5.1 Services Market Estimates and Forecast, 2021-2029 (USD Million)
5 GLOBAL AI IN BEHAVIORAL ANALYSIS FOR CYBERSECURITY MARKET, BY APPLICATION
5.1 Introduction
5.2 AI in Behavioral Analysis for Cybersecurity Market: Application Scope Key Takeaways
5.3 Revenue Growth Analysis, 2023 & 2029
5.4 Insider Threat Detection
5.4.1 Insider Threat Detection Market Estimates and Forecast, 2021-2029 (USD Million)
5.5 External Threat Detection
5.5.1 External Threat Detection Market Estimates and Forecast, 2021-2029 (USD Million)
5.6 Fraud Detection
5.6.1 Fraud Detection Market Estimates and Forecast, 2021-2029 (USD Million)
5.7 Risk and Compliance Management
5.7.1 Risk and Compliance Management Market Estimates and Forecast, 2021-2029 (USD Million)
6 GLOBAL AI IN BEHAVIORAL ANALYSIS FOR CYBERSECURITY MARKET, BY SECURITY LAYER
6.1 Introduction
6.2 AI in Behavioral Analysis for Cybersecurity Market: Security Layer Scope Key Takeaways
6.3 Revenue Growth Analysis, 2023 & 2029
6.4 Endpoint Security
6.4.1 Endpoint Security Market Estimates and Forecast, 2021-2029 (USD Million)
6.5 Network Security
6.5.1 Network Security Market Estimates and Forecast, 2021-2029 (USD Million)
7 GLOBAL AI IN BEHAVIORAL ANALYSIS FOR CYBERSECURITY MARKET, BY REGION
7.1 Introduction
7.2 North America AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.2.1 By Component
7.2.2 By Application
7.2.3 By Security Layer
7.2.4 By Country
7.2.4.1 U.S. AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.2.4.1.1 By Component
7.2.4.1.2 By Application
7.2.4.1.3 By Security Layer
7.2.4.2 Canada AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.2.4.2.1 By Component
7.2.4.2.2 By Application
7.2.4.2.3 By Security Layer
7.2.4.3 Mexico AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.2.4.3.1 By Component
7.2.4.3.2 By Application
7.2.4.3.3 By Security Layer
7.3 Europe AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.1 By Component
7.3.2 By Application
7.3.3 By Security Layer
7.3.4 By Country
7.3.4.1 Germany AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.4.1.1 By Component
7.3.4.1.2 By Application
7.3.4.1.3 By Security Layer
7.3.4.2 U.K. AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.4.2.1 By Component
7.3.4.2.2 By Application
7.3.4.2.3 By Security Layer
7.3.4.3 France AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.4.3.1 By Component
7.3.4.3.2 By Application
7.3.4.3.3 By Security Layer
7.3.4.4 Italy AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.4.4.1 By Component
7.3.4.4.2 By Application
7.2.4.4.3 By Security Layer
7.3.4.5 Spain AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.4.5.1 By Component
7.3.4.5.2 By Application
7.2.4.5.3 By Security Layer
7.3.4.6 Netherlands AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.4.6.1 By Component
7.3.4.6.2 By Application
7.2.4.6.3 By Security Layer
7.3.4.7 Rest of Europe AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.3.4.7.1 By Component
7.3.4.7.2 By Application
7.2.4.7.3 By Security Layer
7.4 Asia Pacific AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.1 By Component
7.4.2 By Application
7.4.3 By Security Layer
7.4.4 By Country
7.4.4.1 China AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.1.1 By Component
7.4.4.1.2 By Application
7.4.4.1.3 By Security Layer
7.4.4.2 Japan AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.2.1 By Component
7.4.4.2.2 By Application
7.4.4.2.3 By Security Layer
7.4.4.3 India AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.3.1 By Component
7.4.4.3.2 By Application
7.4.4.3.3 By Security Layer
7.4.4.4 South Korea AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.4.1 By Component
7.4.4.4.2 By Application
7.4.4.4.3 By Security Layer
7.4.4.5 Singapore AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.5.1 By Component
7.4.4.5.2 By Application
7.4.4.5.3 By Security Layer
7.4.4.6 Malaysia AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.6.1 By Component
7.4.4.6.2 By Application
7.4.4.6.3 By Security Layer
7.4.4.7 Thailand AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.7.1 By Component
7.4.4.7.2 By Application
7.4.4.7.3 By Security Layer
7.4.4.8 Indonesia AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.8.1 By Component
7.4.4.8.2 By Application
7.4.4.8.3 By Security Layer
7.4.4.9 Vietnam AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.9.1 By Component
7.4.4.9.2 By Application
7.4.4.9.3 By Security Layer
7.4.4.10 Taiwan AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.10.1 By Component
7.4.4.10.2 By Application
7.4.4.10.3 By Security Layer
7.4.4.11 Rest of Asia Pacific AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.4.4.11.1 By Component
7.4.4.11.2 By Application
7.4.4.11.3 By Security Layer
7.5 Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.5.1 By Component
7.5.2 By Application
7.5.3 By Security Layer
7.5.4 By Country
7.5.4.1 Saudi Arabia AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.5.4.1.1 By Component
7.5.4.1.2 By Application
7.5.4.1.3 By Security Layer
7.5.4.2 U.A.E. AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.5.4.2.1 By Component
7.5.4.2.2 By Application
7.5.4.2.3 By Security Layer
7.5.4.3 Israel AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.5.4.3.1 By Component
7.5.4.3.2 By Application
7.5.4.3.3 By Security Layer
7.5.4.4 South Africa AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.5.4.4.1 By Component
7.5.4.4.2 By Application
7.5.4.4.3 By Security Layer
7.5.4.5 Rest of Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.5.4.5.1 By Component
7.5.4.5.2 By Application
7.5.4.5.2 By Security Layer
7.6 Central and South America AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.6.1 By Component
7.6.2 By Application
7.6.3 By Security Layer
7.6.4 By Country
7.6.4.1 Brazil AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.6.4.1.1 By Component
7.6.4.1.2 By Application
7.6.4.1.3 By Security Layer
7.6.4.2 Argentina AI in Behavioral Analysis for Cybersecurity Estimates and Forecast, 2021-2029 (USD Million)
7.6.4.2.1 By Component
7.6.4.2.2 By Application
7.6.4.2.3 By Security Layer
7.6.4.3 Chile AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.6.4.3.1 By Component
7.6.4.3.2 By Application
7.6.4.3.3 By Security Layer
7.6.4.4 Rest of Central and South America AI in Behavioral Analysis for Cybersecurity Market Estimates and Forecast, 2021-2029 (USD Million)
7.6.4.4.1 By Component
7.6.4.4.2 By Application
7.6.4.4.3 By Security Layer
8 COMPETITIVE LANDCAPE
8.1 Company Market Share Analysis
8.2 Four Quadrant Positioning Matrix
8.2.1 Market Leaders
8.2.2 Market Visionaries
8.2.3 Market Challengers
8.2.4 Niche Market Players
8.3 Vendor Landscape
8.3.1 North America
8.3.2 Europe
8.3.3 Asia Pacific
8.3.4 Rest of the World
8.4 Company Profiles
8.4.1 DARKTRACE
8.4.1.1 Business Description & Financial Analysis
8.4.1.2 SWOT Analysis
8.4.1.3 Products & Services Offered
8.4.1.4 Strategic Alliances between Business Partners
8.4.2 VECTRA AI
8.4.2.1 Business Description & Financial Analysis
8.4.2.2 SWOT Analysis
8.4.2.3 Products & Services Offered
8.4.2.4 Strategic Alliances between Business Partners
8.4.3 Exabeam
8.4.3.1 Business Description & Financial Analysis
8.4.3.2 SWOT Analysis
8.4.3.3 Products & Services Offered
8.4.3.4 Strategic Alliances between Business Partners
8.4.4 Cyberbit
8.4.4.1 Business Description & Financial Analysis
8.4.4.2 SWOT Analysis
8.4.4.3 Products & Services Offered
8.4.4.4 Strategic Alliances between Business Partners
8.4.5 Symantec (now part of Broadcom)
8.4.5.1 Business Description & Financial Analysis
8.4.5.2 SWOT Analysis
8.4.5.3 Products & Services Offered
8.4.5.4 Strategic Alliances between Business Partners
8.4.6 Securonix
8.4.6.1 Business Description & Financial Analysis
8.4.6.2 SWOT Analysis
8.4.6.3 Products & Services Offered
8.4.6.4 Strategic Alliances between Business Partners
8.4.7 Rapid7
8.4.7.1 Business Description & Financial Analysis
8.4.7.2 SWOT Analysis
8.4.7.3 Products & Services Offered
8.4.8.4 Strategic Alliances between Business Partners
8.4.8 Cisco Systems
8.4.8.1 Business Description & Financial Analysis
8.4.8.2 SWOT Analysis
8.4.8.3 Products & Services Offered
8.4.8.4 Strategic Alliances between Business Partners
8.4.9 Splunk
8.4.9.1 Business Description & Financial Analysis
8.4.9.2 SWOT Analysis
8.4.9.3 Products & Services Offered
8.4.9.4 Strategic Alliances between Business Partners
8.4.10 CrowdStrike
8.4.10.1 Business Description & Financial Analysis
8.4.10.2 SWOT Analysis
8.4.10.3 Products & Services Offered
8.4.10.4 Strategic Alliances between Business Partners
8.4.11 Securiti.ai
8.4.11.1 Business Description & Financial Analysis
8.4.11.2 SWOT Analysis
8.4.11.3 Products & Services Offered
8.4.11.4 Strategic Alliances between Business Partners
8.4.12 Gurucul
8.4.12.1 Business Description & Financial Analysis
8.4.12.2 SWOT Analysis
8.4.12.3 Products & Services Offered
8.4.12.4 Strategic Alliances between Business Partners
8.4.13 Varonis Systems
8.4.13.1 Business Description & Financial Analysis
8.4.13.2 SWOT Analysis
8.4.13.3 Products & Services Offered
8.4.13.4 Strategic Alliances between Business Partners
8.4.14 Fortinet
8.4.14.1 Business Description & Financial Analysis
8.4.14.2 SWOT Analysis
8.4.14.3 Products & Services Offered
8.4.14.4 Strategic Alliances between Business Partners
8.4.15 FireEye (now part of Mandiant)
8.4.15.1 Business Description & Financial Analysis
8.4.15.2 SWOT Analysis
8.4.15.3 Products & Services Offered
8.4.15.4 Strategic Alliances between Business Partners
8.4.16 LogRhythm
8.4.16.1 Business Description & Financial Analysis
8.4.16.2 SWOT Analysis
8.4.16.3 Products & Services Offered
8.4.16.4 Strategic Alliances between Business Partners
8.4.17 SecBI
8.4.17.1 Business Description & Financial Analysis
8.4.17.2 SWOT Analysis
8.4.17.3 Products & Services Offered
8.4.17.4 Strategic Alliances between Business Partners
8.4.18 Observability (formerly SignalFx, acquired by Splunk)
8.4.18.1 Business Description & Financial Analysis
8.4.18.2 SWOT Analysis
8.4.18.3 Products & Services Offered
8.4.18.4 Strategic Alliances between Business Partners
8.4.19 Dtex Systems
8.4.19.1 Business Description & Financial Analysis
8.4.19.2 SWOT Analysis
8.4.19.3 Products & Services Offered
8.4.19.4 Strategic Alliances between Business Partners
8.4.20 Microsoft (Azure Sentinel)
8.4.20.1 Business Description & Financial Analysis
8.4.20.2 SWOT Analysis
8.4.20.3 Products & Services Offered
8.4.20.4 Strategic Alliances between Business Partners
8.4.21 Other Companies
8.4.21.1 Business Description & Financial Analysis
8.4.21.2 SWOT Analysis
8.4.21.3 Products & Services Offered
8.4.21.4 Strategic Alliances between Business Partners
9 RESEARCH METHODOLOGY
9.1 Market Introduction
9.1.1 Market Definition
9.1.2 Market Scope & Segmentation
9.2 Information Procurement
9.2.1 Secondary Research
9.2.1.1 Purchased Databases
9.2.1.2 GMEs Internal Data Repository
9.2.1.3 Secondary Resources & Third Party Perspectives
9.2.1.4 Company Information Sources
9.2.2 Primary Research
9.2.2.1 Various Types of Respondents for Primary Interviews
9.2.2.2 Number of Interviews Conducted throughout the Research Process
9.2.2.3 Primary Stakeholders
9.2.2.4 Discussion Guide for Primary Participants
9.2.3 Expert Panels
9.2.3.1 Expert Panels Across 30+ Industry
9.2.4 Paid Local Experts
9.2.4.1 Paid Local Experts Across 30+ Industry Across each Region
9.3 Market Estimation
9.3.1 Top-Down Approach
9.3.1.1 Macro-Economic Indicators Considered
9.3.1.2 Micro-Economic Indicators Considered
9.3.2 Bottom Up Approach
9.3.2.1 Company Share Analysis Approach
9.3.2.2 Estimation of Potential Product Sales
9.4 Data Triangulation
9.4.1 Data Collection
9.4.2 Time Series, Cross Sectional & Panel Data Analysis
9.4.3 Cluster Analysis
9.5 Analysis and Output
9.5.1 Inhouse AI Based Real Time Analytics Tool
9.5.2 Output From Desk & Primary Research
9.6 Research Assumptions & Limitations
9.7.1 Research Assumptions
9.7.2 Research Limitations
LIST OF TABLES
1 Global AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Mllion)
2 Solution Market, By Region, 2021-2029 (USD Mllion)
3 Services Market, By Region, 2021-2029 (USD Mllion)
4 Global AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Mllion)
5 Insider Threat Detection Market, By Region, 2021-2029 (USD Mllion)
6 External Threat Detection Market, By Region, 2021-2029 (USD Mllion)
7 Risk and Compliance Management Market, By Region, 2021-2029 (USD Mllion)
8 Fraud Detection Market, By Region, 2021-2029 (USD Mllion)
9 Global AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Mllion)
10 Endpoint Security Market, By Region, 2021-2029 (USD Mllion)
11 Network Security Market, By Region, 2021-2029 (USD Mllion)
12 Regional Analysis, 2021-2029 (USD Mllion)
13 North America AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
14 North America AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
15 North America AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
16 North America AI in Behavioral Analysis for Cybersecurity Market, By Country, 2021-2029 (USD Million)
17 U.S AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
18 U.S AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
19 U.S AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
20 Canada AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
21 Canada AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
22 Canada AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
23 Mexico AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
24 Mexico AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
25 Mexico AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
26 Europe AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
27 Europe AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
28 Europe AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
29 Europe AI in Behavioral Analysis for Cybersecurity Market, By COUNTRY, 2021-2029 (USD Million)
30 Germany AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
31 Germany AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
32 Germany AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
33 U.K AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
34 U.K AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
35 U.K AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
36 France AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
37 France AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
38 France AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
39 Italy AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
40 Italy AI in Behavioral Analysis for Cybersecurity Market, By End Use , 2021-2029 (USD Million)
41 Italy AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
42 Spain AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
43 Spain AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
44 Spain AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
45 Rest Of Europe AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
46 Rest Of Europe AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
47 Rest of Europe AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
48 Asia Pacific AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
49 Asia Pacific AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
50 Asia Pacific AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
51 Asia Pacific AI in Behavioral Analysis for Cybersecurity Market, By Country, 2021-2029 (USD Million)
52 China AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
53 China AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
54 China AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
55 India AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
56 India AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
57 India AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
58 Japan AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
59 Japan AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
60 Japan AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
61 South Korea AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
62 South Korea AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
63 South Korea AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
64 Singapore AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
65 Singapore AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
66 Singapore AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
67 Malaysia AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
68 Malaysia AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
69 Malaysia AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
70 Thailand AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
71 Thailand AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
72 Thailand AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
73 Indonesia AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
74 Indonesia AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
75 Indonesia AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
76 Vietnam AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
77 Vietnam AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
78 Vietnam AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
79 Taiwan AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
80 Taiwan AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
81 Taiwan AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
82 Rest of Asia Pacific AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
83 Rest of Asia Pacific AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
84 Rest of Asia Pacific AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
85 Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
86 Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
87 Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
88 Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market, By Country, 2021-2029 (USD Million)
89 Saudi Arabia AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
90 Saudi Arabia AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
91 Saudi Arabia AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
92 UAE AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
93 UAE AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
94 UAE AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
95 Israel AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
96 Israel AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
97 Israel AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
98 South Africa AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
99 South Africa AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
100 South Africa AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
101 Rest of Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
102 Rest of Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
103 Rest of Middle East and Africa AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
104 Central and South America AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
105 Central and South America AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
106 Central and South America AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
107 Central and South America AI in Behavioral Analysis for Cybersecurity Market, By Country, 2021-2029 (USD Million)
108 Brazil AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
109 Brazil AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
110 Brazil AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
111 Argentina AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
112 Argentina AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
113 Argentina AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
114 Chile AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
115 Chile AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
116 Chile AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
117 Rest of Central and South America AI in Behavioral Analysis for Cybersecurity Market, By Component, 2021-2029 (USD Million)
118 Rest of Central and South America AI in Behavioral Analysis for Cybersecurity Market, By Application, 2021-2029 (USD Million)
119 Rest of Central and South America AI in Behavioral Analysis for Cybersecurity Market, By Security Layer, 2021-2029 (USD Million)
120 DARKTRACE: Products & Services Offering
121 VECTRA AI: Products & Services Offering
122 Exabeam: Products & Services Offering
123 Cyberbit: Products & Services Offering
124 Symantec (now part of Broadcom): Products & Services Offering
125 SECURONIX: Products & Services Offering
126 Rapid7 : Products & Services Offering
127 Cisco Systems: Products & Services Offering
128 Splunk, Inc: Products & Services Offering
129 CrowdStrike: Products & Services Offering
130 Securiti.ai: Products & Services Offering
131 Gurucul: Products & Services Offering
132 Varonis Systems: Products & Services Offering
133 Fortinet: Products & Services Offering
134 LogRhythm: Products & Services Offering
135 SecBI: Products & Services Offering
136 Observability (formerly SignalFx, acquired by Splunk): Products & Services Offering
137 Dtex Systems: Products & Services Offering
138 Microsoft (Azure Sentinel): Products & Services Offering
139 FireEye (now part of Mandiant): Products & Services Offering
140 Other Companies: Products & Services Offering
LIST OF FIGURES
1 Global AI in Behavioral Analysis for Cybersecurity Market Overview
2 Global AI in Behavioral Analysis for Cybersecurity Market Value From 2021-2029 (USD Mllion)
3 Global AI in Behavioral Analysis for Cybersecurity Market Share, By Component (2023)
4 Global AI in Behavioral Analysis for Cybersecurity Market Share, By Application (2023)
5 Global AI in Behavioral Analysis for Cybersecurity Market Share, By Security Layer (2023)
6 Global AI in Behavioral Analysis for Cybersecurity Market, By Region (Asia Pacific Market)
7 Technological Trends In Global AI in Behavioral Analysis for Cybersecurity Market
8 Four Quadrant Competitor Positioning Matrix
9 Impact Of Macro & Micro Indicators On The Market
10 Impact Of Key Drivers On The Global AI in Behavioral Analysis for Cybersecurity Market
11 Impact Of Challenges On The Global AI in Behavioral Analysis for Cybersecurity Market
12 Porter’s Five Forces Analysis
13 Global AI in Behavioral Analysis for Cybersecurity Market: By Component Scope Key Takeaways
14 Global AI in Behavioral Analysis for Cybersecurity Market, By Component Segment: Revenue Growth Analysis
15 Solution Market, By Region, 2021-2029 (USD Mllion)
16 Services Market, By Region, 2021-2029 (USD Mllion)
17 Global AI in Behavioral Analysis for Cybersecurity Market: By Application Scope Key Takeaways
18 Global AI in Behavioral Analysis for Cybersecurity Market, By Application Segment: Revenue Growth Analysis
19 Insider Threat Detection Market, By Region, 2021-2029 (USD Mllion)
20 External Threat Detection Market, By Region, 2021-2029 (USD Mllion)
21 Risk and Compliance Management Market, By Region, 2021-2029 (USD Mllion)
22 Fraud DetectionMarket, By Region, 2021-2029 (USD Mllion)
23 Global AI in Behavioral Analysis for Cybersecurity Market: By Security Layer Scope Key Takeaways
24 Global AI in Behavioral Analysis for Cybersecurity Market, By Security Layer Segment: Revenue Growth Analysis
25 Endpoint Security Market, By Region, 2021-2029 (USD Mllion)
26 Network Security Market, By Region, 2021-2029 (USD Mllion)
27 Regional Segment: Revenue Growth Analysis
28 Global AI in Behavioral Analysis for Cybersecurity Market: Regional Analysis
29 North America AI in Behavioral Analysis for Cybersecurity Market Overview
30 North America AI in Behavioral Analysis for Cybersecurity Market, By Component
31 North America AI in Behavioral Analysis for Cybersecurity Market, By Application
32 North America AI in Behavioral Analysis for Cybersecurity Market, By Security Layer
33 North America AI in Behavioral Analysis for Cybersecurity Market, By Country
34 U.S. AI in Behavioral Analysis for Cybersecurity Market, By Component
35 U.S. AI in Behavioral Analysis for Cybersecurity Market, By Application
36 U.S. AI in Behavioral Analysis for Cybersecurity Market, By Security Layer
37 Canada AI in Behavioral Analysis for Cybersecurity Market, By Component
38 Canada AI in Behavioral Analysis for Cybersecurity Market, By Application
39 Canada AI in Behavioral Analysis for Cybersecurity Market, By Security Layer
40 Mexico AI in Behavioral Analysis for Cybersecurity Market, By Component
41 Mexico AI in Behavioral Analysis for Cybersecurity Market, By Application
42 Mexico AI in Behavioral Analysis for Cybersecurity Market, By Security Layer
43 Four Quadrant Positioning Matrix
44 Company Market Share Analysis
45 DARKTRACE: Company Snapshot
46 DARKTRACE: SWOT Analysis
47 DARKTRACE: Geographic Presence
48 VECTRA AI: Company Snapshot
49 VECTRA AI: SWOT Analysis
50 VECTRA AI: Geographic Presence
51 Exabeam: Company Snapshot
52 Exabeam: SWOT Analysis
53 Exabeam: Geographic Presence
54 Cyberbit: Company Snapshot
55 Cyberbit: Swot Analysis
56 Cyberbit: Geographic Presence
57 Symantec (now part of Broadcom): Company Snapshot
58 Symantec (now part of Broadcom): SWOT Analysis
59 Symantec (now part of Broadcom): Geographic Presence
60 Securonix: Company Snapshot
61 Securonix: SWOT Analysis
62 Securonix: Geographic Presence
63 Rapid7 : Company Snapshot
64 Rapid7 : SWOT Analysis
65 Rapid7 : Geographic Presence
66 Cisco Systems: Company Snapshot
67 Cisco Systems: SWOT Analysis
68 Cisco Systems: Geographic Presence
69 Splunk, Inc.: Company Snapshot
70 Splunk, Inc.: SWOT Analysis
71 Splunk, Inc.: Geographic Presence
72 CrowdStrike: Company Snapshot
73 CrowdStrike: SWOT Analysis
74 CrowdStrike: Geographic Presence
75 Securiti.ai: Company Snapshot
76 Securiti.ai: SWOT Analysis
77 Securiti.ai: Geographic Presence
78 Gurucul: Company Snapshot
79 Gurucul: SWOT Analysis
80 Gurucul: Geographic Presence
81 Varonis Systems: Company Snapshot
82 Varonis Systems: SWOT Analysis
83 Varonis Systems: Geographic Presence
84 Fortinet: Company Snapshot
85 Fortinet: SWOT Analysis
86 Fortinet: Geographic Presence
87 LogRhythm: Company Snapshot
88 LogRhythm: SWOT Analysis
89 LogRhythm: Geographic Presence
90 SecBI: Company Snapshot
91 SecBI: SWOT Analysis
92 SecBI: Geographic Presence
93 Observability (formerly SignalFx, acquired by Splunk): Company Snapshot
94 Observability (formerly SignalFx, acquired by Splunk): SWOT Analysis
95 Observability (formerly SignalFx, acquired by Splunk): Geographic Presence
96 Dtex Systems: Company Snapshot
97 Dtex Systems: SWOT Analysis
98 Dtex Systems: Geographic Presence
99 Microsoft (Azure Sentinel): Company Snapshot
100 Microsoft (Azure Sentinel): SWOT Analysis
101 Microsoft (Azure Sentinel): Geographic Presence
102 FireEye (now part of Mandiant): Company Snapshot
103 FireEye (now part of Mandiant): SWOT Analysis
104 FireEye (now part of Mandiant): Geographic Presence
105 Other Companies: Company Snapshot
106 Other Companies: SWOT Analysis
107 Other Companies: Geographic Presence
The Global AI in Behavioral Analysis for Cybersecurity Market has been studied from the year 2019 till 2029. However, the CAGR provided in the report is from the year 2024 to 2029. The research methodology involved three stages: Desk research, Primary research, and Analysis & Output from the entire research process.
The desk research involved a robust background study which meant referring to paid and unpaid databases to understand the market dynamics; mapping contracts from press releases; identifying the key players in the market, studying their product portfolio, competition level, annual reports/SEC filings & investor presentations; and learning the demand and supply-side analysis for the AI in Behavioral Analysis for Cybersecurity Market.
The primary research activity included telephonic conversations with more than 50 tier 1 industry consultants, distributors, and end-use product manufacturers.
Finally, based on the above thorough research process, an in-depth analysis was carried out considering the following aspects: market attractiveness, current & future market trends, market share analysis, SWOT analysis of the company and customer analytics.
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