Fake Image Detection Market by Offering (Solutions and Services), Target User, Technology, Application, Deployment Mode (On-premises and Cloud), Organization Size (Large Enterprises and SMEs), Vertical and Region - Global Forecast to 2029
The fake image detection market size is projected to grow from USD 0.6 billion in 2024 to USD 3.9 billion by 2029 at a Compound Annual Growth Rate (CAGR) of 41.6% during the forecast period. the... もっと見る
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SummaryThe fake image detection market size is projected to grow from USD 0.6 billion in 2024 to USD 3.9 billion by 2029 at a Compound Annual Growth Rate (CAGR) of 41.6% during the forecast period. the adoption of fake image detection solutions is the growing emphasis on fostering digital trust and authenticity. In an era where the credibility of digital content is increasingly questioned, particularly on social media platforms and online news outlets, there is a heightened demand for measures that can authenticate the veracity of visual information. By implementing effective fake image detection technologies, organizations can demonstrate their commitment to transparency and integrity, thereby bolstering user confidence, enhancing brand credibility, and cultivating a more trustworthy digital environment."By vertical, the BFSI segment accounts for a larger market share." Government sector is increasingly adopting fake image detection technologies to combat the proliferation of misinformation and disinformation. In an era where the spread of false information can have profound societal and political consequences, governments recognize the urgent need to safeguard public trust and democratic integrity. By deploying advanced image analysis algorithms, authorities can swiftly identify, and flag manipulated or fabricated images circulated on social media platforms, news outlets, and other online channels. This proactive approach not only helps in mitigating the potential damage caused by fake images but also serves as a deterrent against malicious actors seeking to exploit public sentiment for immoral purposes. Moreover, by promoting transparency and authenticity in digital content, governments can foster a more informed and resilient citizenry, crucial for upholding democratic principles in the digital age. "Large enterprises account for a larger market share by organization size." Large enterprises have more than 1,000 employees. The large enterprises segment is projected to account for a larger revenue share in the global fake image detection market. With the rise of sophisticated AI algorithms capable of identifying alterations in images, enterprises are increasingly turning to these solutions to safeguard against the spread of misinformation and fraudulent content across their digital platforms. By integrating fake image detection tools into their workflow, companies can mitigate risks associated with deceptive images, ensuring the authenticity and credibility of their online presence. This adoption reflects a proactive stance towards maintaining trust with consumers and stakeholders, as well as upholding the integrity of their brand image in this digital age. By region, North America accounts for the highest market size during the forecast period. North America is projected to lead the fake image detection market during the forecast period. In North America, the adoption of fake image detection technology has been steadily increasing due to growing concerns surrounding misinformation and image manipulation. With the proliferation of social media and digital content, there's a heightened awareness of the potential for fake images to deceive and misinform. As a result, businesses, media organizations, and government agencies are investing in fake image detection solutions to authenticate visual content, safeguard their credibility, and protect against the spread of misinformation. Technological advancements in computer vision, machine learning, and digital image forensics have fueled the development of more sophisticated detection algorithms, making these solutions more effective and accessible. Additionally, regulatory pressures and public demand for transparency further drive the adoption of fake image detection tools across various sectors. Overall, the North American market for fake image detection is poised for continued growth as organizations prioritize the integrity and authenticity of visual content in the digital age. Breakdown of primaries The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows: • By Company Type: Tier 1 – 35%, Tier 2 – 45%, and Tier 3 – 20% • By Designation: C-level – 40% and Managerial and Other Levels – 60% • By Region: North America – 20%, Europe – 35%, and Asia Pacific – 45% Major vendors in the Fake image detection market include Microsoft Corporation (US), Gradiant (Spian), Facia (UK), Image Forgery Detector (Belgium), Q-integrity (Switzerland), iDenfy (Lithuania), DuckDuckGoose AI (Netherlands), Primeau Forensics, Sentinel AI (Estonia), iProov (UK), Sensity AI (Netherlands), Truepic (US), BioID (Germany), Reality Defender (US), Clearview AI (US), and Kairos (US). The study includes an in-depth competitive analysis of the key players in the fake image detection market, their company profiles, recent developments, and key market strategies. Research Coverage The report segments the fake image detection market. It forecasts its size by Offering (Solutions and Services), Target User (Individual, Professional, and Enterprise Grade), Technology (ML ,DL and Image Forensics), Deployment Mode (On-premises and Cloud), Organization Size (Large Enterprises, and Small and Medium Enterprises (SMEs)), Application (Social media and content moderation, Digital forensics, Fraud Detection, Healthcare and medical imaging, Recruitment)Vertical (Government, Banking, Financial Services, and Insurance (BFSI), Healthcare, Telecom, Real Estate, Media & Entertainment, and Other Verticals) and Region (North America, Europe, Asia pacific, Middle East & Africa and Latin America). The study also includes an in-depth competitive analysis of the market's key players, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies. Key Benefits of Buying the Report The report will help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall Fake image detection market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities. The report provides insights on the following pointers: • Analysis of key drivers (advancements in AI and ML, and increasing deep fakes pose a threat to digital identity ), restraints (evolving techniques of image manipulation and volume and diversity of image data), opportunities (advancements in camera technology embedding digital signatures in images and increase in demand for big data analytics), and challenges (Lack of awareness of deep fakes and privacy concerns) • Product Development/Innovation: Detailed insights on upcoming technologies, research development activities, new products, and service launches in the fake image detection market. • Market Development: Comprehensive information about lucrative markets – the report analyses the fake image detection market across varied regions. • Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the fake image detection market. • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players Microsoft Corporation (US), Gradiant (Spian), Facia (UK), Image Forgery Detector (Belgium), Q-integrity (Switzerland), iDenfy (Lithuania), DuckDuckGoose AI (Netherlands), Primeau Forensics, Sentinel AI (Estonia), iProov (UK), Sensity AI (Netherlands), Truepic (US), BioID (Germany), Reality Defender (US), Clearview AI (US), and Kairos (US) among others, in the fake image detection market strategies Table of Contents1 INTRODUCTION 501.1 STUDY OBJECTIVES 50 1.2 MARKET DEFINITION 50 1.2.1 INCLUSIONS AND EXCLUSIONS 51 1.3 MARKET SCOPE 53 1.3.1 MARKET SEGMENTATION 53 1.3.2 REGIONS COVERED 54 1.4 YEARS CONSIDERED 54 1.5 CURRENCY CONSIDERED 55 TABLE 1 USD EXCHANGE RATES, 2018–2023 55 1.6 STAKEHOLDERS 55 2 RESEARCH METHODOLOGY 56 2.1 RESEARCH DATA 56 FIGURE 1 FAKE IMAGE DETECTION MARKET: RESEARCH DESIGN 56 2.1.1 SECONDARY DATA 57 2.1.2 PRIMARY DATA 57 2.1.2.1 Breakup of primaries 57 2.1.2.2 Key industry insights 58 2.2 DATA TRIANGULATION 59 FIGURE 2 FAKE IMAGE DETECTION MARKET: DATA TRIANGULATION 59 FIGURE 3 FAKE IMAGE DETECTION MARKET ESTIMATION: RESEARCH FLOW 60 2.3 MARKET SIZE ESTIMATION 60 2.3.1 TOP-DOWN APPROACH 60 FIGURE 4 APPROACH 1 (SUPPLY SIDE): REVENUE FROM SOLUTIONS AND SERVICES OF FAKE IMAGE DETECTION VENDORS 61 FIGURE 5 APPROACH 1: SUPPLY-SIDE ANALYSIS 61 2.3.2 BOTTOM-UP APPROACH 62 FIGURE 6 APPROACH 2 - BOTTOM-UP (DEMAND SIDE): FAKE IMAGE DETECTION 62 2.4 MARKET FORECAST 63 TABLE 2 FACTOR ANALYSIS 63 2.5 COMPANY EVALUATION METHODOLOGY 64 2.5.1 FOR STARTUPS 64 FIGURE 7 COMPANY EVALUATION (STARTUPS): CRITERIA WEIGHTAGE 64 2.6 ASSUMPTIONS 65 TABLE 3 FAKE IMAGE DETECTION MARKET: ASSUMPTIONS 65 2.7 LIMITATIONS 66 TABLE 4 FAKE IMAGE DETECTION MARKET: LIMITATIONS 66 3 EXECUTIVE SUMMARY 67 FIGURE 8 GLOBAL FAKE IMAGE DETECTION MARKET TO WITNESS SIGNIFICANT GROWTH DURING FORECAST PERIOD 69 FIGURE 9 FAKE IMAGE DETECTION MARKET: SNAPSHOT OF SEGMENTS 69 FIGURE 10 FAKE IMAGE DETECTION MARKET: REGIONAL SNAPSHOT 70 4 PREMIUM INSIGHTS 71 4.1 ATTRACTIVE OPPORTUNITIES FOR FAKE IMAGE DETECTION MARKET PLAYERS 71 FIGURE 11 ADVANCEMENTS IN AI & ML TECHNOLOGIES AND INCREASING USE CASES AND APPLICATIONS OF FAKE IMAGE DETECTION ACROSS SECTORS TO BOOST MARKET GROWTH 71 4.2 FAKE IMAGE DETECTION MARKET, BY OFFERING 71 FIGURE 12 SOLUTIONS TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 71 4.3 FAKE IMAGE DETECTION MARKET, BY TARGET USER 72 FIGURE 13 PROFESSIONAL SEGMENT TO BE MOST PREFERRED DURING FORECAST PERIOD 72 4.4 FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY 72 FIGURE 14 MACHINE AND DEEP LEARNING TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 72 4.5 FAKE IMAGE DETECTION MARKET, BY APPLICATION 73 FIGURE 15 SOCIAL MEDIA AND CONTENT MODERATION APPLICATION TO BE PREFERRED DURING FORECAST PERIOD 73 4.6 FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE 73 FIGURE 16 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 73 4.7 FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE 74 FIGURE 17 LARGE ENTERPRISES TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 74 4.8 FAKE IMAGE DETECTION MARKET, BY VERTICAL 74 FIGURE 18 GOVERNMENT VERTICAL TO BE DOMINANT DURING FORECAST PERIOD 74 4.9 MARKET INVESTMENT SCENARIO 75 FIGURE 19 EUROPE TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 75 5 MARKET OVERVIEW AND INDUSTRY TRENDS 76 5.1 INTRODUCTION 76 5.2 MARKET DYNAMICS 76 FIGURE 20 FAKE IMAGE DETECTION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 76 5.2.1 DRIVERS 77 5.2.1.1 Advancements in AI and ML 77 5.2.1.2 Increasing deepfakes posing threat to digital identity 77 FIGURE 21 ADOPTION OF FAKE IMAGE DETECTION SOLUTIONS WORLDWIDE 78 5.2.1.3 Rapid spread of misinformation 79 5.2.2 RESTRAINTS 79 5.2.2.1 Evolving techniques of image manipulation 79 5.2.2.2 Volume and diversity of image data 79 5.2.3 OPPORTUNITIES 79 5.2.3.1 Advancements in camera technology embedding digital signatures in images 79 5.2.3.2 Increase in demand for big data analytics 80 5.2.4 CHALLENGES 80 5.2.4.1 Lack of awareness of deepfakes 80 FIGURE 22 AWARENESS OF DEEPFAKE IMAGES WORLDWIDE 81 5.2.4.2 Privacy concerns 81 5.3 FAKE IMAGE DETECTION TECHNOLOGY EVOLUTION 82 FIGURE 23 FAKE IMAGE DETECTION MARKET: EVOLUTION 82 5.3.1 DIGITAL ERA AND PHOTOSHOP (1980S) 82 5.3.2 IMAGE FORENSICS EMERGES (1990S) 82 5.3.3 SENSOR PATTERN NOISE ANALYSIS (2008) 82 5.3.4 CONTENT-BASED IMAGE FORGERY DETECTION (2010S) 82 5.3.5 DEEP LEARNING AND NEURAL NETWORKS (2010S) 83 5.3.6 BLOCKCHAIN FOR IMAGE AUTHENTICATION (2010S) 83 5.3.7 GANS AND DEEPFAKE CHALLENGES (2010S) 83 5.3.8 ADVANCEMENTS IN DEEPFAKE DETECTION (2020S) 83 5.3.9 INTEGRATION IN SOCIAL MEDIA PLATFORMS (PRESENT) 83 5.4 CASE STUDY ANALYSIS 83 5.4.1 IPROYAL REDUCED TIME TO VERIFY NEW USERS WHILE BUILDING CUSTOM-TAILORED KYC ONBOARDING FLOW 83 5.4.2 MICROBLINK LEVERAGED LIVENESS DETECTION FOR QUICK, EASY, AND SECURE ID VERIFICATION 84 5.4.3 PAYPAY STREAMLINED DIGITAL ONBOARDING WITH ENHANCED ID VERIFICATION 84 5.5 VALUE CHAIN ANALYSIS 85 FIGURE 24 FAKE IMAGE DETECTION MARKET: VALUE CHAIN ANALYSIS 85 5.5.1 PLANNING AND DESIGNING 85 5.5.2 FAKE IMAGE DETECTION SOFTWARE PROVIDERS 86 5.5.3 SYSTEM INTEGRATORS 86 5.5.4 DISTRIBUTION 86 5.5.5 END USERS 86 5.6 ECOSYSTEM ANALYSIS 86 FIGURE 25 FAKE IMAGE DETECTION MARKET: ECOSYSTEM 86 TABLE 5 FAKE IMAGE DETECTION MARKET: ECOSYSTEM 87 5.7 PORTER'S FIVE FORCES ANALYSIS 87 TABLE 6 PORTER'S FIVE FORCES IMPACT ON FAKE IMAGE DETECTION MARKET 87 FIGURE 26 FAKE IMAGE DETECTION MARKET: PORTER'S FIVE FORCES ANALYSIS 88 5.7.1 THREAT OF NEW ENTRANTS 88 5.7.2 BARGAINING POWER OF SUPPLIERS 88 5.7.3 BARGAINING POWER OF BUYERS 89 5.7.4 THREAT OF SUBSTITUTES 89 5.7.5 INTENSITY OF COMPETITIVE RIVALRY 89 5.8 PRICING ANALYSIS 89 5.8.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY OFFERING 89 FIGURE 27 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE OFFERINGS 90 TABLE 7 AVERAGE SELLING PRICES OF KEY PLAYERS FOR THE TOP THREE OFFERINGS 90 5.8.2 INDICATIVE PRICING ANALYSIS 90 5.8.2.1 Indicative pricing analysis of fake image detection solutions 90 TABLE 8 INDICATIVE PRICING LEVELS OF FAKE IMAGE DETECTION SOLUTIONS 91 5.9 TECHNOLOGY ANALYSIS 91 5.9.1 KEY TECHNOLOGIES 91 5.9.1.1 Deep Learning and Neural Networks 91 5.9.1.2 Convolutional Neural Networks (CNNs) 92 5.9.1.3 Generative Adversarial Networks (GANs) 92 5.9.1.4 Blockchain 92 5.9.2 COMPLEMENTARY TECHNOLOGIES 92 5.9.2.1 Computer Vision 92 5.9.2.2 Multimodal Analysis 93 5.9.3 ADJACENT TECHNOLOGIES 93 5.9.3.1 Artificial Intelligence (AI) 93 5.9.3.2 Machine Learning (ML) 93 5.10 PATENT ANALYSIS 94 5.10.1 FAKE IMAGE DETECTION MARKET 94 FIGURE 28 LIST OF MAJOR PATENTS FOR FAKE IMAGE DETECTION 94 FIGURE 29 REGIONAL ANALYSIS OF PATENTS GRANTED FOR FAKE IMAGE DETECTION MARKET 95 TABLE 9 LIST OF MAJOR PATENTS 95 5.11 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 97 FIGURE 30 FAKE IMAGE DETECTION MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 97 5.12 TECHNOLOGY ROADMAP 97 5.12.1 FAKE IMAGE DETECTION TECHNOLOGY ROADMAP TILL 2030 97 5.12.1.1 Short-term roadmap (2023–2025) 97 5.12.1.2 Mid-term roadmap (2026–2028) 98 5.12.1.3 Long-term roadmap (2029–2030) 99 5.13 BEST PRACTICES IN FAKE IMAGE DETECTION MARKET 99 5.13.1 METADATA ANALYSIS 99 5.13.2 REVERSE IMAGE SEARCH 100 5.13.3 IMAGE FORENSICS TOOLS 100 5.13.4 BLUR AND NOISE ANALYSIS 100 5.13.5 WATERMARK ANALYSIS 100 5.13.6 CONTEXTUAL ANALYSIS 100 5.13.7 FACE AND FACIAL EXPRESSION ANALYSIS 100 5.13.8 MACHINE LEARNING MODELS 100 5.13.9 BLOCKCHAIN AND DIGITAL SIGNATURES 100 5.13.10 HUMAN EXPERTISE 100 5.13.11 MULTI-MODAL APPROACHES 101 5.13.12 EDUCATE USERS 101 5.14 REGULATORY LANDSCAPE 101 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 101 TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 101 TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 102 TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 102 TABLE 13 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 102 5.14.1.1 North America 103 5.14.1.1.1 US 103 5.14.1.2 Europe 103 5.14.1.3 Asia Pacific 103 5.14.1.3.1 India 103 5.14.1.3.2 China 103 5.14.1.4 Middle East & Africa 104 5.14.1.4.1 UAE 104 5.14.1.5 Latin America 104 5.14.1.5.1 Brazil 104 5.14.1.5.2 Mexico 104 5.15 KEY STAKEHOLDERS & BUYING CRITERIA 104 5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS 104 FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 104 TABLE 14 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 105 5.15.2 BUYING CRITERIA 105 FIGURE 32 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 105 TABLE 15 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 105 5.16 KEY CONFERENCES & EVENTS IN 2023–2024 106 TABLE 16 FAKE IMAGE DETECTION MARKET: DETAILED LIST OF CONFERENCES & EVENTS 106 5.17 INVESTMENT LANDSCAPE 106 FIGURE 33 LEADING GLOBAL FAKE IMAGE DETECTION INVESTMENT ROUNDS AND FUNDING RAISED BY COMPANIES FROM 2017 TO 2022 106 6 FAKE IMAGE DETECTION MARKET, BY PRODUCT 107 6.1 INTRODUCTION 107 6.2 FUNCTIONALITY 107 6.2.1 BASIC DETECTION 107 6.2.2 ADVANCED ANALYSIS 107 6.2.3 CONTENT MODERATION 108 6.2.4 FORENSIC ANALYSIS 108 6.3 INTEGRATION LEVEL 109 6.3.1 STANDALONE APPLICATIONS 109 6.3.2 APIS AND SDKS 109 6.3.3 CLOUD-BASED SERVICES 110 7 FAKE IMAGE DETECTION MARKET, BY OFFERING 111 7.1 INTRODUCTION 112 FIGURE 34 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD 112 TABLE 17 FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 112 TABLE 18 FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 112 7.1.1 OFFERING: FAKE IMAGE DETECTION MARKET DRIVERS 113 7.2 SOLUTIONS 113 7.2.1 RISING ADOPTION OF FAKE IMAGE DETECTION SOLUTIONS WITH INCREASING IMAGE FORGERY AND MANIPULATED CONTENT 113 7.2.2 PHOTOSHOPPED IMAGE DETECTION 113 7.2.3 DEEPFAKE IMAGE DETECTION 114 7.2.4 AI-GENERATED CONTENT DETECTION 114 7.2.5 CONTENT AUTHENTICITY VERIFICATION 114 7.2.6 REAL-TIME DETECTION 114 7.2.7 BROWSER EXTENSIONS 115 7.2.8 MOBILE APPS 115 TABLE 19 SOLUTIONS: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 115 TABLE 20 SOLUTIONS: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 115 7.3 SERVICES 116 7.3.1 PROACTIVE MONITORING AND RESPONSIVE MAINTENANCE SERVICES FOR FAKE IMAGE DETECTION 116 TABLE 21 SERVICES: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 116 TABLE 22 SERVICES: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 116 7.3.2 CONSULTING 117 7.3.3 DEPLOYMENT AND INTEGRATION 117 7.3.4 SUPPORT AND MAINTENANCE 117 8 FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE 118 8.1 INTRODUCTION 119 FIGURE 35 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD 119 TABLE 23 FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 119 TABLE 24 FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 119 8.1.1 DEPLOYMENT MODE: FAKE IMAGE DETECTION MARKET DRIVERS 120 8.2 CLOUD 120 8.2.1 ENHANCING FAKE IMAGE DETECTION CAPABILITIES THROUGH CLOUD DEPLOYMENT 120 TABLE 25 CLOUD: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 120 TABLE 26 CLOUD: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 121 8.3 ON-PREMISES 121 8.3.1 MAXIMIZING DATA CONTROL WITH ON-PREMISES DEPLOYMENT IN FAKE IMAGE DETECTION 121 TABLE 27 ON-PREMISES: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 121 TABLE 28 ON-PREMISES: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 122 9 FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE 123 9.1 INTRODUCTION 124 FIGURE 36 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD 124 TABLE 29 FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 124 TABLE 30 FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 124 9.1.1 ORGANIZATION SIZE: FAKE IMAGE DETECTION MARKET DRIVERS 125 9.2 LARGE ENTERPRISES 125 9.2.1 LARGE ENTERPRISES TO SECURE THEIR ONLINE PRESENCE WITH FAKE IMAGE DETECTION 125 TABLE 31 LARGE ENTERPRISES: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 125 TABLE 32 LARGE ENTERPRISES: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 126 9.3 SMALL & MEDIUM-SIZED ENTERPRISES (SMES) 126 9.3.1 SMES TO BUILD TRUST AMONG CUSTOMERS BY EMBRACING FAKE IMAGE DETECTION SOLUTIONS 126 TABLE 33 SMES: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 126 TABLE 34 SMES: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 127 10 FAKE IMAGE DETECTION MARKET, BY TARGET USER 128 10.1 INTRODUCTION 129 FIGURE 37 PROFESSIONAL SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 129 TABLE 35 FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 129 TABLE 36 FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 129 10.1.1 TARGET USER: FAKE IMAGE DETECTION MARKET DRIVERS 130 10.2 INDIVIDUAL 130 10.2.1 GROWING AWARENESS AMONG INDIVIDUAL USERS REGARDING FAKE IMAGES 130 TABLE 37 INDIVIDUAL: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 130 TABLE 38 INDIVIDUAL: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 131 10.3 PROFESSIONAL 131 10.3.1 NEED TO ENSURE AUTHENTICITY OF IMAGES IN VARIOUS FIELDS BY PROFESSIONAL USERS 131 TABLE 39 PROFESSIONAL: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 131 TABLE 40 PROFESSIONAL: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 132 10.4 ENTERPRISE GRADE 132 10.4.1 INCREASING MANIPULATED MEDIA AND NEED TO COMBAT MISINFORMATION 132 TABLE 41 ENTERPRISE GRADE: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 132 TABLE 42 ENTERPRISE GRADE: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 133 11 FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY 134 11.1 INTRODUCTION 135 FIGURE 38 MACHINE AND DEEP LEARNING SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 135 TABLE 43 FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 135 TABLE 44 FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 135 11.1.1 TECHNOLOGY: FAKE IMAGE DETECTION MARKET DRIVERS 136 11.2 MACHINE AND DEEP LEARNING 136 11.2.1 DEEP LEARNING’S VITAL ROLE IN FAKE IMAGE DETECTION 136 TABLE 45 MACHINE AND DEEP LEARNING: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 136 TABLE 46 MACHINE AND DEEP LEARNING: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 137 11.2.2 CONVOLUTIONAL NEURAL NETWORKS (CNNS) 137 11.2.3 GENERATIVE ADVERSARIAL NETWORKS (GANS) 137 11.3 IMAGE FORENSICS 137 11.3.1 IMAGE FORENSIC TO EXPERIENCE FAST GROWTH IN FAKE IMAGE DETECTION MARKET 137 TABLE 47 IMAGE FORENSICS: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 138 TABLE 48 IMAGE FORENSICS: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 138 11.3.2 ERROR-LEVEL ANALYSIS (ELA) 138 11.3.3 METADATA ANALYSIS 139 12 FAKE IMAGE DETECTION MARKET, BY APPLICATION 140 12.1 INTRODUCTION 141 FIGURE 39 SOCIAL MEDIA AND CONTENT MODERATION SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 141 TABLE 49 FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 141 TABLE 50 FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 142 12.1.1 APPLICATION: FAKE IMAGE DETECTION MARKET DRIVERS 142 12.2 SOCIAL MEDIA AND CONTENT MODERATION 142 12.2.1 INCREASING USE OF FAKE IMAGE DETECTION SOLUTIONS BY SOCIAL MEDIA PLATFORMS TO PROTECT USER IDENTITY 142 TABLE 51 SOCIAL MEDIA AND CONTENT MODERATION: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 143 TABLE 52 SOCIAL MEDIA AND CONTENT MODERATION: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 143 12.3 DIGITAL FORENSICS 143 12.3.1 ROLE OF FAKE IMAGE DETECTION TO BE CRUCIAL IN DIGITAL FORENSICS 143 TABLE 53 DIGITAL FORENSICS: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 144 TABLE 54 DIGITAL FORENSICS: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 144 12.4 FRAUD DETECTION 144 12.4.1 INCREASING FRAUDS IN ID VERIFICATION, BRAND PROTECTION, INTELLECTUAL PROPERTY RIGHTS, AND GAMING ASSETS SECTORS 144 TABLE 55 FRAUD DETECTION: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 145 TABLE 56 FRAUD DETECTION: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 145 12.5 HEALTHCARE AND MEDICAL IMAGING 145 12.5.1 RESEARCH AND DEVELOPMENT EFFORTS IN HEALTHCARE SECTOR TO COMBAT IMAGE MANIPULATION 145 TABLE 57 HEALTHCARE AND MEDICAL IMAGING: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 146 TABLE 58 HEALTHCARE AND MEDICAL IMAGING: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 146 12.6 RECRUITMENT 146 12.6.1 ENHANCING HIRING EFFICIENCY WITH IMAGE AUTHENTICATION 146 TABLE 59 RECRUITMENT: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 147 TABLE 60 RECRUITMENT: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 147 13 FAKE IMAGE DETECTION MARKET, BY VERTICAL 148 13.1 INTRODUCTION 149 FIGURE 40 GOVERNMENT SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 149 TABLE 61 FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 149 TABLE 62 FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 150 13.1.1 VERTICAL: FAKE IMAGE DETECTION MARKET DRIVERS 150 13.2 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI) 151 13.2.1 INCREASING USE OF FAKE IMAGE DETECTION SOLUTIONS IN VERIFYING IDENTITY, DOCUMENTS, AND INSURANCE CLAIM 151 13.2.2 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI): FAKE IMAGE DETECTION USE CASES 151 13.2.2.1 Document Authentication 151 13.2.2.2 Identity Verification 151 13.2.2.3 Insurance Claim Verification 151 13.2.2.4 Forgery Detection 151 TABLE 63 BANKING, FINANCIAL SERVICES, AND INSURANCE: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 152 TABLE 64 BANKING, FINANCIAL SERVICES, AND INSURANCE: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 152 13.3 TELECOMMUNICATIONS 152 13.3.1 SAFEGUARDING NETWORK INTEGRITY WITH FAKE IMAGE DETECTION 152 13.3.2 TELECOMMUNICATIONS: FAKE IMAGE DETECTION USE CASES 153 13.3.2.1 Network Security Monitoring 153 13.3.2.2 Identity Verification 153 13.3.2.3 Content Moderation 153 TABLE 65 TELECOMMUNICATIONS: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 153 TABLE 66 TELECOMMUNICATIONS: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 153 13.4 GOVERNMENT 154 13.4.1 TO COMBAT MISINFORMATION, GOVERNMENT SECTOR IMPLEMENTS FAKE IMAGE DETECTION 154 13.4.2 GOVERNMENT: FAKE IMAGE DETECTION USE CASES 154 13.4.2.1 Law Enforcement and National Security 154 13.4.2.2 Border Security and Immigration 154 13.4.2.3 Disaster Response and Crisis Management 154 13.4.2.4 Public Safety and Emergency Response 154 TABLE 67 GOVERNMENT: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 155 TABLE 68 GOVERNMENT: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 155 13.5 HEALTHCARE 155 13.5.1 LEVERAGING FAKE IMAGE DETECTION TECHNOLOGY TO COMBAT DEEPFAKES 155 13.5.2 HEALTHCARE: FAKE IMAGE DETECTION USE CASES 156 13.5.2.1 Medical Imaging Authentication 156 13.5.2.2 Telemedicine Image Verification 156 13.5.2.3 Surgical Image Verification 156 TABLE 69 HEALTHCARE: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 156 TABLE 70 HEALTHCARE: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 156 13.6 REAL ESTATE 157 13.6.1 TO ENSURE TRANSPARENCY IN LISTINGS WITH FAKE IMAGE DETECTION 157 13.6.2 REAL ESTATE: FAKE IMAGE DETECTION USE CASES 157 13.6.2.1 Listing Verification 157 13.6.2.2 Property Ownership Verification 157 13.6.2.3 Property Condition Assessment 157 TABLE 71 REAL ESTATE: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 157 TABLE 72 REAL ESTATE: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 158 13.7 MEDIA AND ENTERTAINMENT 158 13.7.1 RISING DEEPFAKES ON SOCIAL MEDIA PLATFORMS 158 13.7.2 MEDIA & ENTERTAINMENT: FAKE IMAGE DETECTION USE CASES 158 13.7.2.1 Social Media Content Moderation 158 13.7.2.2 Advertising and Marketing 158 13.7.2.3 Brand Protection 158 TABLE 73 MEDIA AND ENTERTAINMENT: FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 159 TABLE 74 MEDIA AND ENTERTAINMENT: FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 159 13.8 OTHER VERTICALS 159 13.8.1 OTHER VERTICALS: FAKE IMAGE DETECTION USE CASES 160 13.8.1.1 Vehicle Insurance Claims 160 13.8.1.2 Online Exam Monitoring 160 13.8.1.3 Restaurant Reviews 160 14 FAKE IMAGE DETECTION MARKET, BY REGION 161 14.1 INTRODUCTION 162 FIGURE 41 EUROPE TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 162 TABLE 75 FAKE IMAGE DETECTION MARKET, BY REGION, 2018–2023 (USD MILLION) 162 TABLE 76 FAKE IMAGE DETECTION MARKET, BY REGION, 2024–2029 (USD MILLION) 163 14.2 NORTH AMERICA 163 14.2.1 NORTH AMERICA: FAKE IMAGE DETECTION MARKET DRIVERS 163 14.2.2 NORTH AMERICA: REGULATORY LANDSCAPE 164 FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT 165 TABLE 77 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 165 TABLE 78 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 166 TABLE 79 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 166 TABLE 80 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 166 TABLE 81 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 166 TABLE 82 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 167 TABLE 83 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 167 TABLE 84 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 167 TABLE 85 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 167 TABLE 86 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 168 TABLE 87 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 168 TABLE 88 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 168 TABLE 89 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 168 TABLE 90 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 169 TABLE 91 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY COUNTRY, 2018–2023 (USD MILLION) 169 TABLE 92 NORTH AMERICA: FAKE IMAGE DETECTION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 169 14.2.3 US 169 14.2.3.1 Rising document forgery frauds in US leading to increased adoption of fake image detection solutions 169 TABLE 93 US: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 170 TABLE 94 US: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 170 TABLE 95 US: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 170 TABLE 96 US: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 170 TABLE 97 US: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 171 TABLE 98 US: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 171 TABLE 99 US: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 171 TABLE 100 US: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 171 TABLE 101 US: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 172 TABLE 102 US: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 172 TABLE 103 US: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 172 TABLE 104 US: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 173 TABLE 105 US: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 173 TABLE 106 US: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 173 14.2.4 CANADA 173 14.2.4.1 Increasing concerns of deepfakes in Canada 173 TABLE 107 CANADA: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 174 TABLE 108 CANADA: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 174 TABLE 109 CANADA: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 174 TABLE 110 CANADA: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 174 TABLE 111 CANADA: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 175 TABLE 112 CANADA: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 175 TABLE 113 CANADA: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 175 TABLE 114 CANADA: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 175 TABLE 115 CANADA: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 176 TABLE 116 CANADA: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 176 TABLE 117 CANADA: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 176 TABLE 118 CANADA: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 177 TABLE 119 CANADA: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 177 TABLE 120 CANADA: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 177 14.3 EUROPE 178 14.3.1 EUROPE: FAKE IMAGE DETECTION MARKET DRIVERS 178 14.3.2 EUROPE: REGULATORY LANDSCAPE 178 FIGURE 43 EUROPE: MARKET SNAPSHOT 179 TABLE 121 EUROPE: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 179 TABLE 122 EUROPE: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 180 TABLE 123 EUROPE: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 180 TABLE 124 EUROPE: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 180 TABLE 125 EUROPE: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 180 TABLE 126 EUROPE: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 180 TABLE 127 EUROPE: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 181 TABLE 128 EUROPE: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 181 TABLE 129 EUROPE: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 181 TABLE 130 EUROPE: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 182 TABLE 131 EUROPE: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 182 TABLE 132 EUROPE: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 182 TABLE 133 EUROPE: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 182 TABLE 134 EUROPE: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 183 TABLE 135 EUROPE: FAKE IMAGE DETECTION MARKET, BY COUNTRY, 2018–2023 (USD MILLION) 183 TABLE 136 EUROPE: FAKE IMAGE DETECTION MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 183 14.3.3 UK 184 14.3.3.1 Adoption of fake image detection solutions to combat spread of misinformation and disinformation 184 TABLE 137 UK: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 184 TABLE 138 UK: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 184 TABLE 139 UK: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 184 TABLE 140 UK: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 184 TABLE 141 UK: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 185 TABLE 142 UK: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 185 TABLE 143 UK: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 185 TABLE 144 UK: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 185 TABLE 145 UK: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 186 TABLE 146 UK: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 186 TABLE 147 UK: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 186 TABLE 148 UK: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 186 TABLE 149 UK: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 187 TABLE 150 UK: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 187 14.3.4 GERMANY 187 14.3.4.1 Focus on advanced fake image detection methods in Germany 187 TABLE 151 GERMANY: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 187 TABLE 152 GERMANY: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 188 TABLE 153 GERMANY: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 188 TABLE 154 GERMANY: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 188 TABLE 155 GERMANY: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 188 TABLE 156 GERMANY: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 189 TABLE 157 GERMANY: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 189 TABLE 158 GERMANY: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 189 TABLE 159 GERMANY: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 189 TABLE 160 GERMANY: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 190 TABLE 161 GERMANY: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 190 TABLE 162 GERMANY: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 190 TABLE 163 GERMANY: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 190 TABLE 164 GERMANY: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 191 14.3.5 FRANCE 191 14.3.5.1 France's legal and technical initiatives to propel fake image detection adoption 191 TABLE 165 FRANCE: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 191 TABLE 166 FRANCE: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 191 TABLE 167 FRANCE: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 192 TABLE 168 FRANCE: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 192 TABLE 169 FRANCE: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 192 TABLE 170 FRANCE: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 192 TABLE 171 FRANCE: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 192 TABLE 172 FRANCE: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 193 TABLE 173 FRANCE: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 193 TABLE 174 FRANCE: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 193 TABLE 175 FRANCE: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 193 TABLE 176 FRANCE: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 194 TABLE 177 FRANCE: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 194 TABLE 178 FRANCE: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 194 14.3.6 ITALY 194 14.3.6.1 Increasing research initiatives to combat image manipulation in Italy 194 TABLE 179 ITALY: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018–2023 (USD MILLION) 195 TABLE 180 ITALY: FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024–2029 (USD MILLION) 195 TABLE 181 ITALY: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018–2023 (USD MILLION) 195 TABLE 182 ITALY: FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024–2029 (USD MILLION) 195 TABLE 183 ITALY: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018–2023 (USD MILLION) 195 TABLE 184 ITALY: FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 196 TABLE 185 ITALY: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018–2023 (USD MILLION) 196 TABLE 186 ITALY: FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 196 TABLE 187 ITALY: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018–2023 (USD MILLION) 196 TABLE 188 ITALY: FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 197 TABLE 189 ITALY: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018–2023 (USD MILLION) 197 TABLE 190 ITALY: FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 197 TABLE 191 ITALY: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018–2023 (USD MILLION) 197 TABLE 192 ITALY: FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 198
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