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Artificial Intelligence in Security Market by Offering (Hardware, Software, Service), Technology (Machine Learning, Context Awareness, NLP), Deployment Type, Security Type, Security Solution, End-User, and Geography - Global Forecast to 2025

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Date: 02-Jan-2018
No. of pages: 184
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“Artificial intelligence(AI) in security market is expected to grow at a CAGR of 31.38%between 2017 and 2025.”

The AI in security market is expected to be valued at USD 3.92 billion in 2017 and is likely to reach USD 34.81 billion by 2025, at a CAGR of 31.38% during the forecast period. Factors such as the increasing use of the Internet and constant need for employees to be online are contributing to the growth of the market. Another major factor boosting the demand for AI-based security solutions is the shortage of cyber security professionals. The use of AI-based solutions for cyber security can mitigate the need for cyber security professionals. The inability of AI to stop zero-day and advanced threats, and limited security budgets of companies are the two major factors restraining the growth of the AI in security market.

“Endpoint security is expected to hold the largest share of the Ai in security market in 2017.”

AI for endpoint security solutions involves the integration of endpoint data and analytics to gain threat intelligence, which helps detect and expose an attack in a particular environment. Rapidly increasing number of connected devices worldwide is one of the major factors driving the growth of this market. Also, the rising number of mobile devices has made the networks more vulnerable to cyber attacks. In addition, the trend of connected devices, mobile workers, BYOD, social media, and cloud synchronizing tools are driving the growth of the market for endpoint security.

“Market for machine learning technology is expected to grow at a high rate between 2017 and 2025.”

Machine learning enables systems to automatically improve their performances with experience. This technology can reliably and quickly scan, parse, and react to anomalies. The information gathered can be shared with their human counterparts, thereby mitigating cyber attacks. Machine learning can also help operators reverse engineer attacks to make improvements to their systems, by addressing and preventing attacks before they happen. Machine learning’s ability to collect and handle big data, along with its increased ability to perform previously impossible calculations, is fueling the growth of the market for machine learning.

“AI in security market in APAC is expected to grow at a high rate between 2017 and 2025.”

In APAC, countries such as India, Australia, Japan, China, and South Korea are vulnerable to cyber attacks. With the increasing incidents of cyber attacks and a growing cyber-war in the region, organizations and governments are focusing on a robust defense infrastructure. SMEs and large enterprises in this region are rapidly adopting cyber security solutions to ensure security of their networks, web, and mobile applications. High adoption of advanced technologies, such as IoT, big data analytics, and cloud computing, and rising concerns about data security in the region are expected to drive the growth of the AI in security market in APAC.

North America is an early adopter of innovative technologies, and several cyber security vendors are based in this region. Banks, government agencies, and financial institutes in this region face ever increasing challenges related to cyber threats. Therefore, they implement advanced technologies to manage the cyber security landscape. This factors are contributing to the growth of the AI in security market in North America.

In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews have been conducted with people holding key positions across several regions. The breakup of the profiles of primary participants has been given below.


  • By Company Type: Tier 1—25%, Tier 2—25%, and Tier 3—50%

  • By Designation: C-Level Executives—25%, Managers—35%, and Others (Sales, Marketing, and Product Managers)—40%

  • By Region: North America—50%, Europe—30%, APAC—10%, and RoW—10%


The companies covered in the report on the AI in security market are NVIDIA (US), Intel (US), IBM (US), Micron (US), Samsung (Korea), Xilinx (US), Amazon (US), Cylance (US), Securonix (US), ThreatMetrix (US), Sift Science (US), Acalvio (US), Skycure (US), Darktrace (UK), and SparkCognition (US). Some of the major companies that provide antivirus are McAffee (US), Kaspersky (Russia), Bitdefender (Romania), and ESET (Slovakia). A few key innovators that have been included in the report are High-Tech Bridge (Switzerland), Deep Instinct (Israel), SentinelOne (US), Feedzai (US), Vectra Networks (US), Zimperium (US), Fortscale (US), Argus Cyber Security (Israel), Nozomi Networks (US), Indegy (US), and Bitsight Technologies (US).

Research Coverage

The AI in security market has been segmented on the basis of offering, deployment type, security type, security solution, technology, end-user industry, and geography. The market has been segmented on the basis of offering into hardware, software, and services. The market, based on deployment type, has been segmented into cloud deployment and on-premise deployment. Based on technology, the market has been segmented into machine learning, context awareness computing, and natural language processing. Based on security type, the market has been segmented into network security, endpoint security, application security, and cloud security. The market has been segmented on the basis of security solution into identity and access management (IAM), risk and compliance management, encryption, data loss prevention (DLP), unified threat management (UTM), antivirus/antimalware, intrusion detection/prevention system (IDS/IPS), and others (firewall, security and vulnerability management, disaster recovery, DDOS mitigation, web filtering, application white listing, and patch management). The market has been segmented on the basis of end-user industry into government & defense, BFSI, enterprise, infrastructure, automotive & transportation, healthcare, retail, manufacturing, and others (oil & gas, education, and energy).

Reasons to buy the report:

The report would help the market leaders/new entrants in this market in the following ways:


  • This report segments the AI in security market comprehensively and provides the closest approximation of the size of the overall market and its subsegments for various applications across different regions.

  • The report helps stakeholders understand the pulse of the market and provides them with the information on key market drivers, restraints, challenges, and opportunities pertaining to the market.

Artificial Intelligence in Security Market by Offering (Hardware, Software, Service), Technology (Machine Learning, Context Awareness, NLP), Deployment Type, Security Type, Security Solution, End-User, and Geography - Global Forecast to 2025

Table of Contents

1 Introduction
1.1 Objectives of the Study
1.2 Market Definition
1.3 Study Scope
1.3.1 Markets Covered
1.3.2 Geographic Scope
1.3.3 Years Considered for This Study
1.4 Currency
1.5 Limitations
1.6 Stakeholders

2 Research Methodology
2.1 Research Data
2.1.1 Secondary Data
2.1.1.1 Key Data From Secondary Sources
2.1.2 Primary Data
2.1.2.1 Key Data From Primary Sources
2.1.2.2 Key Industry Insights
2.1.2.3 Breakdown of Primaries
2.2 Market Size Estimation
2.2.1 Bottom-Up Approach
2.2.2 Top-Down Approach
2.3 Market Breakdown & Data Triangulation
2.4 Research Assumptions

3 Executive Summary

4 Premium Insights
4.1 Attractive Market Opportunities in the AI in Security Market
4.2 AI in Security Market, By Offering
4.3 AI in Security Market, By Deployment Type
4.4 AI in Security Market, By Security Type
4.5 AI in Security Market, By Technology
4.6 AI in Security Market in North America, By Security Solution and By Country
4.7 AI in Security Market, By End-User Industry
4.8 AI in Security Market, By Country

5 Market Overview
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Growing Adoption of IoT and Increasing Number of Connected Devices
5.2.1.2 Rising Number of Mobile Malware Attacks
5.2.1.3 Strict Directives for Data Privacy
5.2.1.4 Wi-Fi Networks Increasingly Vulnerable to Security Threats
5.2.1.5 Constantly Increasing Cyber Terrorism
5.2.2 Restraints
5.2.2.1 Inability of AI to Stop Zero-Day and Advanced Threats
5.2.2.2 Rapidly Increasing Insider Cyber Threats
5.2.3 Opportunities
5.2.3.1 Growth in the Adoption of Cloud-Based Applications and Services
5.2.3.2 Increased Use of Social Media for Business Functions
5.2.4 Challenges
5.2.4.1 Lack of Cybersecurity and AI Professionals
5.2.4.2 Limited Security Budgets
5.3 Regulatory Implications
5.3.1 Payment Card Industry Data Security Standard (PCI–DSS)
5.3.2 Health Insurance Portability and Accountability Act (HIPAA)
5.3.3 Federal Information Security Management Act (FISMA)
5.3.4 Gramm-Leach-Bliley Act (GLB Act)
5.3.5 Sarbanes-Oxley Act (SOX)
5.3.6 The International Organization for Standardization (ISO) Standard 27001
5.4 Innovation Spotlight
5.5 Case Studies
5.5.1 Wannacry Ransomware
5.5.2 Case Studies: Darktrace
5.5.2.1 Financial Services
5.5.2.2 Healthcare
5.5.2.3 Government

6 Artificial Intelligence in Security Market, By Offering
6.1 Introduction
6.2 Software
6.2.1 AI Solutions
6.2.2 AI Platforms
6.3 Hardware
6.3.1 Processors
6.3.2 Memory
6.3.3 Network
6.4 Services
6.4.1 Deployment & Integration
6.4.2 Support & Maintenance

7 Artificial Intelligence in Security Market, By Deployment Type
7.1 Introduction
7.2 Cloud Deployment
7.3 on Premise Deployment

8 Artificial Intelligence in Security Market, By Security Type
8.1 Introduction
8.2 Endpoint Security
8.3 Network Security
8.4 Application Security
8.5 Cloud Security

9 Artificial Intelligence in Security Market, By Technology
9.1 Introduction
9.2 Machine Learning
9.2.1 Deep Learning
9.2.2 Supervised Learning
9.2.3 Unsupervised Learning
9.2.4 Reinforcement Learning
9.2.5 Others
9.3 Natural Language Processing (NLP)
9.4 Context Awareness Computing

10 Artificial Intelligence in Security Market, By Security Solutions
10.1 Introduction
10.2 Antivirus/Antimalware
10.3 Identity and Access Management (IAM)
10.4 Risk and Compliance Management
10.5 Intrusion Detection/Prevention Systems
10.6 Encryption
10.7 Unified Threat Management (UTM)
10.8 Data Loss Prevention (DLP)
10.9 Others

11 Artificial Intelligence in Security Market, By End-User Industry
11.1 Introduction
11.2 Enterprise
11.3 BFSI
11.4 Government & Defense
11.5 Retail
11.6 Healthcare
11.7 Manufacturing
11.8 Automotive & Transportation
11.9 Infrastructure
11.10 Others

12 Artificial Intelligence in Security Market, Geographic Analysis
12.1 Introduction
12.2 North America
12.2.1 US
12.2.2 Canada
12.2.3 Mexico
12.3 Europe
12.3.1 UK
12.3.2 Germany
12.3.3 France
12.3.4 Italy
12.3.5 Spain
12.3.6 Rest of Europe (RoE)
12.4 Asia Pacific
12.4.1 China
12.4.2 Japan
12.4.3 South Korea
12.4.4 India
12.4.5 Rest of APAC (RoAPAC)
12.5 Rest of the World (RoW)
12.5.1 Middle East and Africa (MEA)
12.5.2 South America

13 Competitive Landscape
13.1 Overview
13.2 Market Ranking Analysis
13.3 Competitive Scenario
13.3.1 Product Launches
13.3.2 Partnerships & Collaborations
13.3.3 Acquisitions
13.3.4 Expansions

14 Company Profiles
(Business Overview, Products Offered, SWOT Anlysis, MnM View.)*
14.1 Nvidia
14.2 Intel
14.3 Xilinx
14.4 Samsung Electronics
14.5 Micron
14.6 IBM
14.7 Cylance
14.8 Threatmetrix
14.9 Securonix
14.10 Amazon
14.11 Sift Science
14.12 Acalvio
14.13 Skycure
14.14 Darktrace
14.15 Sparkcognition
14.16 Antivirus Companies
*Business Overview, Products Offered, SWOT Anlysis, MnM View Might Not Be Captured in Case of Unlisted Companies.
14.17 Key Innovators
14.17.1 High-Tech Bridge
14.17.2 Deep Instinct
14.17.3 Sentinelone
14.17.4 Feedzai
14.17.5 Vectra Networks
14.17.6 Zimperium
14.17.7 Fortscale
14.17.8 Argus Cyber Security
14.17.9 Nozomi Networks
14.17.10 Indegy
14.17.11 Bitsight Technologies

15 Appendix
15.1 Insights From Industry Experts
15.2 Discussion Guide
15.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
15.4 Introducing RT: Real-Time Market Intelligence
15.5 Available Customization
15.6 Related Reports
15.7 Author Details

List of Tables

Table 1 Ransomware Statistics, 2014–2016
Table 2 Innovation Spotlight: Latest Cybersecurity Innovations
Table 3 AI in Security Market, By Offering, 2015–2025 (USD Million)
Table 4 AI in Security Market for Software, By AI Platform, 2015–2025 (USD Million)
Table 5 AI in Security Market for Software, By Region, 2015–2025 (USD Million)
Table 6 AI in Security Market, By Software, 2015–2025 (USD Million)
Table 7 AI in Security Market for Hardware, By Processor, 2015–2025 (USD Million)
Table 8 AI in Security Market for Hardware, By Region, 2015–2025 (USD Million)
Table 9 AI in Security Market, By Hardware, 2015–2025 (USD Million)
Table 10 AI in Security Market for Services, By Region, 2015–2025 (USD Million)
Table 11 AI in Security Market, By Service, 2015–2025 (USD Million)
Table 12 AI in Security Market, By Deployment Type, 2015–2025 (USD Million)
Table 13 AI in Security Market for Cloud Deployment Type, By Region, 2015–2025 (USD Million)
Table 14 AI in Security Market for On-Premise Deployment, By Region, 2015–2025 (USD Million)
Table 15 AI in Security Market, By Security Type, 2015–2025 (USD Million)
Table 16 Market for Endpoint Security, By Region, 2015–2025 (USD Million)
Table 17 Market for Network Security, By Region, 2015–2025 (USD Million)
Table 18 Market for Application Security, By Region, 2015–2025 (USD Million)
Table 19 Market for Cloud Security, By Region, 2015–2025 (USD Million)
Table 20 AI in Security Market, By Technology, 2015–2025 (USD Million)
Table 21 AI in Security Market for Machine Learning, By Region, 2015–2025 (USD Million)
Table 22 AI in Security Market for Machine Learning, By Type, 2015–2025 (USD Million)
Table 23 AI in Security Market for NLP, By Type, 2015–2025 (USD Million)
Table 24 AI in Security Market for NLP, By Region, 2015–2025 (USD Million)
Table 25 AI in Security Market for Context Awareness Computing, By Type, 2015–2025 (USD Million)
Table 26 AI in Security Market for Context Awareness Computing, By Region, 2015–2025 (USD Million)
Table 27 AI in Security Market, By Security Solution, 2015–2025 (USD Million)
Table 28 AI in Security Market for Antivirus/Antimalware, By Region, 2015–2025 (USD Million)
Table 29 AI in Security Market for Identity and Access Management, By Region, 2015–2025 (USD Million)
Table 30 AI in Security Market for Risk and Compliance Management, By Region, 2015–2025 (USD Million)
Table 31 AI in Security Market for Intrusion Detection/Prevention Systems, By Region, 2015–2025 (USD Million)
Table 32 AI in Security Market for Encryption, By Region, 2015–2025 (USD Million)
Table 33 AI in Security Market for Unified Threat Management, By Region, 2015–2025 (USD Million)
Table 34 AI in Security Market for Data Loss Prevention, By Region, 2015–2025 (USD Million)
Table 35 AI in Security Market for Other Security Solutions, By Region, 2015–2025 (USD Million)
Table 36 AI in Security Market, By End-User Industry, 2015–2025 (USD Million)
Table 37 AI in Security Market for Enterprise, By Region, 2015–2025 (USD Million)
Table 38 AI in Security Market for BFSI, By Region, 2015–2025 (USD Million)
Table 39 AI in Security Market for Government & Defense, By Region, 2015–2025 (USD Million)
Table 40 AI in Security Market for Retail, By Region, 2015–2025 (USD Million)
Table 41 AI in Security Market for Healthcare, By Region, 2015–2025 (USD Million)
Table 42 AI in Security Market for Manufacturing, By Region, 2015–2025 (USD Million)
Table 43 AI in Security Market for Automotive & Transportation, By Region, 2015–2025 (USD Million)
Table 44 AI in Security Market for Infrastructure, By Region, 2015–2025 (USD Million)
Table 45 AI in Security Market for Others, By Region, 2015–2025 (USD Million)
Table 46 AI in Security Market, By Region, 2015–2025 (USD Million)
Table 47 AI in Security Market in North America, By Country, 2015–2025 (USD Million)
Table 48 AI in Security Market in North America, By Security Type, 2015–2025 (USD Million)
Table 49 AI in Security Market in North America, By Security Solution, 2015–2025 (USD Million)
Table 50 AI in Security Market in North America, By Deployment Type, 2015–2025 (USD Million)
Table 51 AI in Security Market in Europe, By Country/Region, 2015–2025 (USD Million)
Table 52 AI in Security Market in Europe, By Security Type, 2015–2025 (USD Million)
Table 53 AI in Security Market in Europe, By Security Solution, 2015–2025 (USD Million)
Table 54 AI in Security Market in Europe, By Deployment Type, 2015–2025 (USD Million)
Table 55 AI in Security Market in APAC, By Country/Region, 2015–2025 (USD Million))
Table 56 AI in Security Market in APAC, By Security Type, 2015–2025 (USD Million)
Table 57 AI in Security Market in APAC, By Security Solution, 2015–2025 (USD Million)
Table 58 AI in Security Market in APAC, By Deployment Type, 2015–2025 (USD Million)
Table 59 AI in Security Market in RoW, By Region, 2015–2025 (USD Million))
Table 60 AI in Security Market in RoW, By Security Type, 2015–2025 (USD Million)
Table 61 AI in Security Market in RoW, By Security Solution, 2015–2025 (USD Million)
Table 62 AI in Security Market in RoW, By Deployment Type, 2015–2025 (USD Million)
Table 63 Top 5 Players in AI in Security Market for Hardware, 2016
Table 64 Top 5 Players in AI in Security Market for Solutions, 2016

List of Figures

Figure 1 Research Design
Figure 2 Process Flow of Market Size Estimation
Figure 3 Bottom-Up Approach
Figure 4 Top-Down Approach
Figure 5 Market Breakdown and Data Triangulation
Figure 6 AI in Security Market, By Offering, 2017–2025
Figure 7 AI in Security Market, By Deployment Type, 2017–2025
Figure 8 AI in Security Market, By Security Type, 2017–2025
Figure 9 AI in Security Market, By Technology, 2017 vs 2025
Figure 10 AI in Security Market, By Security Solution, 2017–2025
Figure 11 AI in Security Market, By End-User Industry, 2017–2025
Figure 12 AI in Security Market, By Region, 2017-2025
Figure 13 Increasing Cyber Attacks is A Major Driver for the AI in Security Market
Figure 14 Software to Hold the Largest Size of the AI in Security Market Between 2017 and 2025
Figure 15 Market for Cloud Deployment to Have the Largest Share During the Forecast Period
Figure 16 Market for Application Security to Grow at the Highest Rate During the Forecast Period
Figure 17 Market for Machine Learning Technology to Grow at the Highest Rate During the Forecast Period
Figure 18 Antivirus/Antimalware to Hold the Largest Share of the AI in Security Market in North America in 2017
Figure 19 Market for Enterprise Industry to Hold the Largest Share During the Forecast Period
Figure 20 China Expected to Grow at the Fastest Rate in the AI in Security Market During the Forecast Period
Figure 21 Drivers, Restraints, Opportunities, & Challenges in AI in Security Market
Figure 22 Number of Overall Mobile Malware Detections, 2014–2016
Figure 23 Top Sectors Filtered for Incidents, Caused By Hacking and Insider Theft
Figure 24 Shortage of Security Professionals Results in Infrastructure Damages
Figure 25 Software to Hold the Largest Size of the AI in Security Market in 2017
Figure 26 Machine Learning Frameworks to Hold A Larger Size of the AI in Security Market for Software, By AI Platform, in 2017
Figure 27 Processors to Hold the Largest Size of the AI in Security Market for Hardware in 2017
Figure 28 North America to Hold the Largest Size of the AI in Security Market for Services in 2017
Figure 29 Market for Cloud-Based Deployment to Grow at A Higher CAGR During the Forecast Period
Figure 30 Endpoint Security to Hold the Largest Size of the AI in Security Market in 2017
Figure 31 Machine Learning to Hold the Largest Share of the AI in Security Market in 2017
Figure 32 Supervised Learning to Hold the Largest Size of the AI in Security Market for Machine Learning Technology in 2017
Figure 33 Text Analytics to Hold A Larger Size of the AI in Security Market for NLP in 2017
Figure 34 Device Context to Hold A Larger Size of the AI in Security Market for Context Awareness Computing in 2017
Figure 35 Antivirus/ Antimalware to Hold the Largest Size of the AI in Security Market in 2017
Figure 36 AI in Security Market for Risk and Compliance Management in APAC to Grow at the Highest CAGR During the Forecast Period
Figure 37 North America to Hold the Largest Size of the AI in Security Market for Unified Threat Management in 2017
Figure 38 Enterprise Industry to Hold the Largest Size of the AI in Security Market in 2017
Figure 39 AI in Security Market for Government & Defense Industry in APAC to Grow at the Highest CAGR During the Forecast Period
Figure 40 North America to Hold the Largest Size of the AI in Security Market for Healthcare Industry in 2017
Figure 41 North America to Hold the Largest Size of the AI in Security Market in 2017 and 2025
Figure 42 North America:AI in Security Market Snapshot
Figure 43 US to Hold the Largest Size of the AI in Security Market in North America in 2017
Figure 44 Europe:AI in Security Market Snapshot
Figure 45 UK to Hold the Largest Size of the AI in Security Market in Europe in 2017
Figure 46 APAC:AI in Security Market Snapshot
Figure 47 China to Hold the Largest Size of the AI in Security Market in APAC in 2017
Figure 48 Middle East & Africa to Hold A Larger Size of the AI in Security Market in RoW in 2017
Figure 49 Companies Adopted Product Launches as the Key Growth Strategy in the Past Three Years (2015–2017)
Figure 50 Nvidia: Company Snapshot
Figure 51 Intel: Company Snapshot
Figure 52 Xilinx: Company Snapshot
Figure 53 Samsung Electronics: Company Snapshot
Figure 54 Micron: Company Snapshot
Figure 55 IBM: Company Snapshot

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