[시장보고서]세계의 딥 페이크 AI 시장 : 시장 규모, 점유율, 성장 분석 : 제공 제품별, 기술별, 업계별, 지역별 예측(-2030년)

세계의 딥 페이크 AI 시장 : 시장 규모, 점유율, 성장 분석 : 제공 제품별, 기술별, 업계별, 지역별 예측(-2030년)

Deepfake AI Market Size, Share, Growth Analysis, By Offering, Technology, Vertical and Region - Global Industry Forecast to 2030

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리서치사 : MarketsandMarkets

발행일 : 2024년 07월

페이지 정보 : 영문 360 Pages

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한글목차

딥 페이크 AI 시장 규모는 예측 기간 동안 복합 연간 성장률(CAGR) 44.5%로 확대될 전망이며 2024년 5억 6,400만 달러에서 2030년에는 51억 3,400만 달러로 성장할 것으로 예측됩니다.

합성 미디어 생성을 위한 발전 AI 기술의 진보, 딥 페이크 검출 기능의 진보, 다수의 산업에 걸친 현실적이고 맞춤화 가능한 디지털 컨텐츠에 대한 수요가 증가함에 따라 시장 성장이 예상됩니다.

조사 범위
조사 대상년도	2019년-2030년
기준년	2023년
예측 기간	2024년-2030년
검토 단위	달러(100만 달러)
부문	제공 제품별, 기술별, 업계별, 지역별
대상 지역	북미, 유럽, 아시아태평양, 중동, 아프리카, 라틴아메리카

딥 페이크 감지 및 인증 소프트웨어 부문은 몇 가지 중요한 요소로 예측 기간 동안 가장 빠른 성장률을 기록하는 태세를 갖추고 있습니다. 딥 페이크가 미디어, 정치, 사이버 보안 등 다양한 산업에 침투함에 따라, 이를 감지하고 악영향을 억제하는 강력한 기술이 시급해지고 있습니다. 세계 기업 및 기관은 음성, 영상 및 이미지 컨텐츠의 미세한 변경을 식별하는 강력한 AI 기반 시스템에 투자하고 있습니다. 예를 들어 Microsoft와 Google과 같은 플랫폼은 머신러닝 알고리즘을 사용하여 가짜 정보의 존재를 나타내는 이상을 평가하고 감지하는 딥 페이크 감지 도구를 개발했습니다. 게다가 규제 당국은 잘못된 정보의 확산에 대항하고 디지털 무결성을 보호하기 위해 이러한 기술의 사용을 요구하기 시작했습니다. 이러한 의식의 높아짐과 딥 페이크 검출,인증 툴의 적극적인 이용이, 이 분야의 급성장을 뒷받침하고 있습니다.

적대적 생성 네트워크(GAN)는 매우 현실적인 합성 미디어를 생성할 수 있는 뛰어난 능력으로 예측 기간 동안 최대 시장 점유율을 획득할 전망입니다. 이 기술은 이중 네트워크 구조로 작동합니다. 생성기가 컨텐츠를 생성하는 반면, 식별자는 진실성을 평가하고 경쟁 학습을 통해 품질을 지속적으로 향상시킵니다. OpenAI의 DALL - E와 NVIDIA의 StyleGAN과 같은 예는 특정 속성을 가진 상세한 이미지를 생성하는 GAN의 능력을 보여줍니다. 딥 페이크에 그치지 않고, GAN은 화상 합성이나 예술 창작 등의 분야에도 응용되고 있어 그 범용성과 유효성이 실증되고 있습니다. 이러한 요인으로 인해 GAN은 합성 미디어 기술에 의존하는 다양한 업계 전체의 혁신과 채용을 촉진하는데 돌출하고 있습니다.

본 보고서에서는 세계 딥 페이크 AI 시장에 대해 조사했으며, 제공 제품별, 기술별, 업계별, 지역별 동향, 시장 진출기업 프로파일 등을 정리했습니다.

소개
시장 역학
딥 페이크 AI의 진화
공급망 분석
생태계 분석
투자 상황과 자금 조달 시나리오
윤리적인 딥 페이크 생성
딥 페이크 검출 : 모범 사례
사례 연구 분석
기술 분석
규제 상황
특허 분석
가격 분석
주요 회의 및 이벤트(2024년-2025년)
Porter's Five Forces 분석
딥 페이크 AI 기술 로드맵
딥 페이크 AI 비즈니스 모델
주요 이해관계자와 구매 기준
고객의 비즈니스에 영향을 미치는 동향/혼란

제6장 딥 페이크 AI 시장, 제공 제품별

소개
소프트웨어, 유형별
소프트웨어, 전개 모드별
서비스

제7장 딥 페이크 AI 시장, 기술별

소개
생성적 적대 네트워크(GANS)
오토엔코더
리커런트 신경망(RNNS)
확산 모델
트랜스포머 모델
자연언어처리(NLP)
기타

제8장 딥 페이크 AI 시장, 업계별

소개
BFSI
통신
정부 및 방위
헬스케어 및 생명과학
법무
미디어 및 엔터테인먼트
소매 및 E-Commerce
기타

제9장 딥 페이크 AI 시장, 지역별

소개
북미
유럽
아시아태평양
중동 및 아프리카
라틴아메리카

제10장 경쟁 구도

개요
주요 진입기업의 전략
수익 분석
시장 점유율 분석
제품 비교 분석
기업이치평가와 재무지표
기업평가 매트릭스 : 주요 진입기업(2023년)
기업평가 매트릭스 : 스타트업/중소기업(2023년)
경쟁 시나리오와 동향

제11장 기업 프로파일

소개
주요 진출기업
- MICROSOFT
- AWS
- GOOGLE
- INTEL
- VERITONE
- BIOID
- DUCKDUCKGOOSE AI
- SYNTHESIA
- SENTINEL
- PARAVISION
- IPROOV
- D - ID
- REFACE
- VALIDSOFT
- MYHERITAGE
- BLACKBIRD.AI
- HYPERVERGE
- PINDROP
스타트업/중소기업
- DEEPWARE
- TRUEPIC
- IDENFY
- Q - INTEGRITY
- RESEMBLE AI
- SENSITY AI
- REALITY DEFENDER
- ATTESTIV
- WEVERIFY
- DEEPMEDIA.AI
- KROOP AI
- RESPEECHER
- DEEP SWAP
- COGITO TECH
- FACIA.AI
- OZ FORENSICS
- PRIMEAU FORENSICS
- KAIROS

제12장 인접 시장과 관련 시장

제13장 부록

BJH

영문 목차

영문목차

The deepfake AI market is projected to grow from USD 564 million in 2024 to USD 5,134 million by 2030, at a compound annual growth rate (CAGR) of 44.5% during the forecast period. Market is anticipated to grow due to the advancement of generative AI techniques for synthetic media generation, advances in deepfake detection capabilities, and rising demand for realistic and customizable digital content across multiple industries.

Scope of the Report
Years Considered for the Study	2019-2030
Base Year	2023
Forecast Period	2024-2030
Units Considered	USD (Million)
Segments	Offering, Technology, Vertical, and Region
Regions covered	North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

"By offering, deepfake detection & authentication software segment is expected to register the fastest market growth rate during the forecast period."

The deepfake detection & authentication software segment is poised for the fastest growth rate during the forecast period due to several key factors. As deepfakes penetrate in a variety of industries, including media, politics, and cybersecurity, there is an urgent need for strong methods to detect and limit their negative consequences. Companies and agencies around the world are investing in powerful AI-powered systems that identify tiny alterations in audio, video, and image content. Platforms like Microsoft and Google, for example, have created deepfake detection tools that utilize machine learning algorithms to evaluate and detect abnormalities that indicate the presence of fake information. Furthermore, regulatory authorities are starting to require the use of such technology to combat the spread of misinformation and defend digital integrity. This increased awareness and proactive usage of deepfake detection and authentication tools is driving the segment's rapid rise.

"by technology, generative adversarial network (GANs) segment is expected to account for the largest market share during the forecast period."

Generative Adversarial Networks (GANs) are expected to capture the largest market share during the forecast period owing to their exceptional capability to produce highly realistic synthetic media. This technology operates with a dual-network structure: a generator creates content while a discriminator assesses its authenticity, continuously improving the quality through competitive learning. Examples like OpenAI's DALL-E and NVIDIA's StyleGAN showcase GANs' ability to generate detailed images with specific attributes. Beyond deepfakes, GANs are applied in fields such as image synthesis and artistic creation, demonstrating their versatility and effectiveness. These factors contribute to GANs' prominence in driving innovation and adoption across diverse industries reliant on synthetic media technologies.

"By Region, North America to have the largest market share in 2024, and Asia Pacific is slated to grow at the fastest rate during the forecast period."

Fueled by heavy investments in AI research, particularly in powerhouses like China, South Korea, and Japan, Asia Pacific deepfake AI market is set to experience the fastest growth rate between 2024 to 2030. These countries boast robust tech ecosystems that nurture deepfake advancements, with major players like China's Baidu and Tencent leading the charge. Additionally, the region's massive, digitally engaged population, coupled with growing internet access and smartphone use, creates a prime market for AI-powered innovations in media, advertising, and gaming.

North America stands as the leading region by market share in the deepfake AI market. This dominance is fueled by two key advantages: cutting-edge tech infrastructure and heavy investments from both private companies and governments. The US, a powerhouse in this area, boasts prestigious AI research institutions and tech titans like Facebook, Google, and Microsoft. These giants are at the forefront of developing robust deepfake detection technologies. North America also benefits from a well-defined regulatory framework. This framework tackles the ethical concerns and potential risks surrounding deepfakes, ensuring a responsible approach to AI innovation and regulation. This balanced approach, combined with their technological edge, positions North America as the biggest market for deepfake solutions.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the deepfake AI market.

By Company: Tier I - 10%, Tier II - 28%, and Tier III - 62%
By Designation: C-Level Executives - 35%, D-Level Executives - 46%, and others - 19%
By Region: North America - 44%, Europe - 27%, Asia Pacific - 18%, Middle East & Africa - 8%, and Latin America - 3%

The report includes the study of key players offering deepfake AI solutions. It profiles major vendors in the deepfake AI market. The major players in the deepfake AI market include Microsoft (US), AWS (US), Google (US), Intel (US), Veritone (US), Cogito Tech (US), Primeau Forensics (US), iProov (UK), Kairos (US), ValidSoft (US), MyHeritage (Israel), HyperVerge (US), BioID (Germany), DuckDuckGoose AI (Netherlands), Pindrop (US), Truepic (US), Sentinel (Estonia), Synthesia (UK), BLACKBIRD.AI (US), Deepware (Turkey), idenfy (US), Q-Integrity (Switzerland), D-ID (Israel), Resemble AI (US), Sensity AI (Netherlands), Reality Defender (US), Attestiv (US), WeVerify (Germany), DeepMedia.AI (US), Kroop AI (India), Respeecher (Ukraine), DeepSwap (US), Reface (Ukraine), Facia.ai (UK), Oz Forensics (UAE), and Paravision (US).

Research coverage

This research report categorizes the Deepfake AI Market by Offering (Software and Services), Software (Software By Type [Deepfake Generation Software, Deepfake Detection & Authentication Software, and Content Moderation Software], Software By Deployment Mode [Cloud and On-premises]), By Services (Professional Services [Training & Consulting, System Integration & Implementation, and Support & Maintenance] and Managed Services), By Technology (Generative Adversarial Networks [GANs], Autoencoders, Recurrent Neural Networks [RNNs], Diffusion Models, Transformer Models, Natural Language Processing [NLP], and Others [Blockchain and Metadata Analysis]), By Vertical (BFSI, Telecommunications, Government & Defense, Healthcare & Life Sciences, Media & Entertainment, Retail & Ecommerce, and Other Verticals [IT & ITeS, Real Estate, and Education]), and By Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the deepfake AI market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the deepfake AI market. Competitive analysis of upcoming startups in the deepfake AI market ecosystem is covered in this report.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall deepfake AI market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (Increasing deepfakes posing threat to digital identity, growing advancements in artificial intelligence (AI) technology and the proliferation of digital media platforms, and surging demand for ethical deepfakes in marketing & advertising), restraints (Rise in false positives and negatives in deepfake detection, and evolving techniques of image manipulation complicating detection efforts), opportunities (Surging deepfake scams to open new doors for deepfake detection solutions companies, collaborations between technology companies, research institutions, and policymakers to drive efforts for responsible AI development and deployment, and integration with emerging technologies to create immersive and interactive experiences), and challenges (Lack of awareness of deepfakes among the general public, and addressing the ethical implications of AI-generated media).
Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the deepfake AI market.
Market Development: Comprehensive information about lucrative markets - the report analyses the deepfake AI market across varied regions.
Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the deepfake AI market.
Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Microsoft (US), AWS (US), Google (US), Intel (US), Veritone (US), Cogito Tech (US), Primeau Forensics (US), iProov (UK), Kairos (US), ValidSoft (US), MyHeritage (Israel), HyperVerge (US), BioID (Germany), DuckDuckGoose AI (Netherlands), Pindrop (US), Truepic (US), Sentinel (Estonia), and Synthesia (UK), among others in the deepfake AI market. The report also helps stakeholders understand the pulse of the deepfake AI market and provides them with information on key market drivers, restraints, challenges, and opportunities.

1 INTRODUCTION

1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
- 1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
- 1.3.1 MARKET SEGMENTATION
- TABLE 1 DEEPFAKE AI MARKET DETAILED SEGMENTATION
- 1.3.2 REGIONS COVERED
- 1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
- TABLE 2 UNITED STATES DOLLAR EXCHANGE RATE, 2019-2023
1.5 STAKEHOLDERS
1.6 IMPACT OF RECESSION

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
- FIGURE 1 DEEPFAKE AI MARKET: RESEARCH DESIGN
- 2.1.1 SECONDARY DATA
- 2.1.2 PRIMARY DATA
- TABLE 3 PRIMARY INTERVIEWS
  - 2.1.2.1 Breakup of primary profiles
  - 2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
- FIGURE 2 DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
- FIGURE 3 DEEPFAKE AI MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
- 2.3.1 TOP-DOWN APPROACH
- 2.3.2 BOTTOM-UP APPROACH
- FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1, BOTTOM UP (SUPPLY SIDE): REVENUE FROM SOFTWARE/SERVICES OF DEEPFAKE AI MARKET
- FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF DEEPFAKE AI MARKET
- FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF DEEPFAKE AI MARKET
- FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM UP (DEMAND SIDE): SHARE OF DEEPFAKE AI THROUGH OVERALL IT SPENDING
2.4 MARKET FORECAST
- TABLE 4 FACTOR ANALYSIS
2.5 RESEARCH ASSUMPTIONS
2.6 STUDY LIMITATIONS
2.7 IMPLICATIONS OF RECESSION ON DEEPFAKE AI MARKET
- TABLE 5 IMPACT OF RECESSION ON GLOBAL DEEPFAKE AI MARKET

3 EXECUTIVE SUMMARY

TABLE 6 GLOBAL DEEPFAKE AI MARKET SIZE AND GROWTH RATE, 2020-2023 (USD MILLION, Y-O-Y %)
TABLE 7 GLOBAL DEEPFAKE AI MARKET SIZE AND GROWTH RATE, 2024-2030 (USD MILLION, Y-O-Y %)
FIGURE 8 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2024
FIGURE 9 CONTENT MODERATION TO BE LEADING SOFTWARE TYPE IN 2024
FIGURE 10 CLOUD SEGMENT TO BECOME LEADING SOFTWARE DEPLOYMENT MODE IN 2024
FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO REGISTER LARGER MARKET SHARE IN 2024
FIGURE 12 TRAINING & CONSULTING SERVICES TO ACCOUNT FOR LARGEST MARKET SHARE IN 2024
FIGURE 13 GENERATIVE ADVERSARIAL NETWORKS TO EMERGE AS LARGEST SEGMENT IN 2024
FIGURE 14 BFSI TO EMERGE AS FASTEST-GROWING VERTICAL DURING FORECAST PERIOD
FIGURE 15 ASIA PACIFIC TO REGISTER HIGHEST GROWTH RATE BETWEEN 2024 AND 2030

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE OPPORTUNITIES IN DEEPFAKE AI MARKET
- FIGURE 16 EXPANDING DEMAND FOR REALISTIC SYNTHETIC MEDIA, AND URGENT NEED TO COMBAT MISINFORMATION AND FRAUD, WILL DRIVE MARKET GROWTH
4.2 DEEPFAKE AI MARKET: TOP THREE TECHNOLOGIES
- FIGURE 17 TRANSFORMER MODELS SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD
4.3 NORTH AMERICA: DEEPFAKE AI MARKET, BY TECHNOLOGY AND VERTICAL
- FIGURE 18 GENERATIVE ADVERSARIAL NETWORKS AND BFSI TO BE LARGEST SHAREHOLDERS IN NORTH AMERICA IN 2024
4.4 DEEPFAKE AI MARKET, BY REGION
- FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024

5 MARKET OVERVIEW AND INDUSTRY TRENDS

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
- FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DEEPFAKE AI MARKET
- 5.2.1 DRIVERS
  - 5.2.1.1 Growing advancements in artificial intelligence (AI) technology and proliferation of digital media platforms
  - 5.2.1.2 Increasing deepfakes posing threat to digital identity
  - 5.2.1.3 Surging demand for ethical deepfakes in marketing and advertising
- 5.2.2 RESTRAINTS
  - 5.2.2.1 Growing concerns over inaccurate results and misidentifications
  - 5.2.2.2 Evolving techniques of image manipulation
- 5.2.3 OPPORTUNITIES
  - 5.2.3.1 Surging deepfake scams to open new doors for deepfake detection solution companies
  - 5.2.3.2 Collaborative efforts between technology companies and policymakers to establish guidelines for ethical AI development and deployment
  - 5.2.3.3 Integration with emerging technologies to create immersive and interactive experiences
- 5.2.4 CHALLENGES
  - 5.2.4.1 Lack of awareness of deepfakes
  - 5.2.4.2 Addressing ethical implications of AI-generated media
  - 5.2.4.3 Constant evolution and sophistication of deepfake technology
5.3 EVOLUTION OF DEEPFAKE AI
- FIGURE 21 EVOLUTION OF DEEPFAKE AI
5.4 SUPPLY CHAIN ANALYSIS
- FIGURE 22 DEEPFAKE AI MARKET: SUPPLY CHAIN ANALYSIS
5.5 ECOSYSTEM ANALYSIS
- TABLE 8 DEEPFAKE AI MARKET: ECOSYSTEM
- FIGURE 23 KEY PLAYERS IN DEEPFAKE AI MARKET ECOSYSTEM
- 5.5.1 DEEPFAKE GENERATION TOOL PROVIDERS
- 5.5.2 DEEPFAKE DETECTION TOOL PROVIDERS
- 5.5.3 DEEPFAKE CONTENT MODERATION TOOL PROVIDERS
- 5.5.4 DEEPFAKE AI CLOUD PROVIDERS
- 5.5.5 DEEPFAKE AI END USERS
- 5.5.6 DEEPFAKE AI REGULATORY BODIES
5.6 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
- FIGURE 24 DEEPFAKE AI MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS)
- FIGURE 25 DEEPFAKE AI MARKET: MOST VALUED STARTUPS AS OF 2023
5.7 ETHICAL DEEPFAKE GENERATION
5.8 DEEPFAKE DETECTION: BEST PRACTICES
5.9 CASE STUDY ANALYSIS
- 5.9.1 TELECOM
  - 5.9.1.1 IPRoyal reduced time to verify new users while building custom-tailored KYC onboarding flow
  - 5.9.1.2 How HollaEx simplified its ID verification process by partnering with iDenfy
- 5.9.2 BFSI
  - 5.9.2.1 Safe and cost-effective liveness detection for Evocabank
- 5.9.3 HEALTHCARE
  - 5.9.3.1 Insight Global upskilled nurses with AI video
- 5.9.4 MEDIA & ENTERTAINMENT
  - 5.9.4.1 D-ID revolutionized media engagement for Radio Formula
5.10 TECHNOLOGY ANALYSIS
- 5.10.1 KEY TECHNOLOGIES
  - 5.10.1.1 Machine Learning
  - 5.10.1.2 Face Recognition
  - 5.10.1.3 High-performance Computing
  - 5.10.1.4 Generative AI
  - 5.10.1.5 Image & Video Processing
  - 5.10.1.6 Natural Language Processing (NLP)
- 5.10.2 COMPLEMENTARY TECHNOLOGIES
  - 5.10.2.1 Blockchain & Digital Signatures
  - 5.10.2.2 Ethical AI & Bias Mitigation Tools
  - 5.10.2.3 Cybersecurity & Digital Forensics
  - 5.10.2.4 Content Verification & Authentication
- 5.10.3 ADJACENT TECHNOLOGIES
  - 5.10.3.1 3D Modeling & Animation
  - 5.10.3.2 Augmented Reality (AR) & Virtual Reality (VR)
  - 5.10.3.3 Computer Vision
  - 5.10.3.4 Speech Synthesis
5.11 REGULATORY LANDSCAPE
- 5.11.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 9 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 10 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 11 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 12 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 13 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- 5.11.2 REGULATIONS: DEEPFAKE AI
  - 5.11.2.1 North America
    - 5.11.2.1.1 Financial Services Modernization Act (US)
    - 5.11.2.1.2 Federal Information Security Modernization Act (US)
    - 5.11.2.1.3 DEEP FAKES Accountability Act (US)
    - 5.11.2.1.4 Assembly Bill 730 (US)
  - 5.11.2.2 Europe
    - 5.11.2.2.1 General Data Protection Regulation (Europe)
    - 5.11.2.2.2 e-Commerce Directive (Europe)
    - 5.11.2.2.3 Online Safety Act 2023 (UK)
    - 5.11.2.2.4 Digital Services Act (DSA) (Europe)
    - 5.11.2.2.5 Audiovisual Media Services Directive (Europe)
  - 5.11.2.3 Asia Pacific
    - 5.11.2.3.1 The National AI Strategy (Singapore)
    - 5.11.2.3.2 The Hiroshima AI Process Comprehensive Policy Framework (Japan)
  - 5.11.2.4 Middle East & Africa
    - 5.11.2.4.1 The National Strategy for Artificial Intelligence (UAE)
    - 5.11.2.4.2 The National Artificial Intelligence Strategy (Qatar)
    - 5.11.2.4.3 The AI Ethics Principles and Guidelines (Dubai)
  - 5.11.2.5 Latin America
    - 5.11.2.5.1 Federal Institute of Telecommunications (Mexico)
5.12 PATENT ANALYSIS
- 5.12.1 METHODOLOGY
- 5.12.2 PATENTS FILED, BY DOCUMENT TYPE
- TABLE 14 PATENTS FILED, 2020-2023
- 5.12.3 INNOVATION AND PATENT APPLICATIONS
- FIGURE 26 NUMBER OF PATENTS GRANTED IN LAST 4 YEARS, 2020-2023
  - 5.12.3.1 Top 10 applicants in deepfake AI market
- FIGURE 27 TOP 10 APPLICANTS IN DEEPFAKE AI MARKET, 2020-2023
- TABLE 15 TOP 20 PATENT OWNERS IN DEEPFAKE AI MARKET, 2020-2023
- TABLE 16 LIST OF FEW PATENTS IN DEEPFAKE AI MARKET, 2022-2023
- FIGURE 28 REGIONAL ANALYSIS OF PATENTS GRANTED, 2020-2023
5.13 PRICING ANALYSIS
- 5.13.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
- FIGURE 29 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 SOFTWARE TYPES
- TABLE 17 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 SOFTWARE TYPES (USD)
- 5.13.2 INDICATIVE PRICING ANALYSIS, BY OFFERING
- TABLE 18 INDICATIVE PRICING LEVELS OF DEEPFAKE AI SOLUTIONS, BY OFFERING
5.14 KEY CONFERENCES AND EVENTS (2024-2025)
- TABLE 19 DEEPFAKE AI MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024-2025
5.15 PORTER'S FIVE FORCES ANALYSIS
- TABLE 20 PORTERS' FIVE FORCES' IMPACT ON DEEPFAKE AI MARKET
- FIGURE 30 DEEPFAKE AI MARKET: PORTER'S FIVE FORCES ANALYSIS
- 5.15.1 THREAT OF NEW ENTRANTS
- 5.15.2 THREAT OF SUBSTITUTES
- 5.15.3 BARGAINING POWER OF SUPPLIERS
- 5.15.4 BARGAINING POWER OF BUYERS
- 5.15.5 INTENSITY OF COMPETITIVE RIVALRY
5.16 DEEPFAKE AI TECHNOLOGY ROADMAP
- TABLE 21 TECHNOLOGY ROADMAP FOR DEEPFAKE AI MARKET
5.17 DEEPFAKE AI BUSINESS MODELS
- FIGURE 31 BUSINESS MODELS OF DEEPFAKE AI MARKET
- 5.17.1 DEEPFAKE DETECTION TOOLS MODEL
- 5.17.2 DEEPFAKE DETECTION BUILT-IN APPS MODEL
- 5.17.3 DEEPFAKE GENERATION TOOLS MODEL
5.18 KEY STAKEHOLDERS & BUYING CRITERIA
- 5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS
- FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
- TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
- 5.18.2 BUYING CRITERIA
- FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
- TABLE 23 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
5.19 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
- 5.19.1 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
- FIGURE 34 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES

6 DEEPFAKE AI MARKET, BY OFFERING

6.1 INTRODUCTION
- 6.1.1 OFFERING: DEEPFAKE AI MARKET DRIVERS
- FIGURE 35 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- TABLE 24 DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 25 DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
6.2 SOFTWARE, BY TYPE
- FIGURE 36 DEEPFAKE DETECTION & AUTHORIZATION SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 26 DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD MILLION)
- TABLE 27 DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD MILLION)
- 6.2.1 DEEPFAKE GENERATION SOFTWARE
  - 6.2.1.1 Open-source community to accelerate innovation and expanding capabilities of deepfake software through collaborative projects
- TABLE 28 DEEPFAKE GENERATION SOFTWARE: DEEPFAKE AI MARKET, BY TYPE, 2019-2023 (USD MILLION)
- TABLE 29 DEEPFAKE GENERATION SOFTWARE: DEEPFAKE AI MARKET, BY TYPE, 2024-2030 (USD MILLION)
  - 6.2.1.2 Deepfake Audio & Voice Software
- TABLE 30 DEEPFAKE AUDIO & VOICE SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 31 DEEPFAKE AUDIO & VOICE SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.2.1.3 Deepfake Image & Face Swap Software
- TABLE 32 DEEPFAKE IMAGE & FACE SWAP SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 33 DEEPFAKE IMAGE & FACE SWAP SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.2.1.4 Deepfake Video Editing Software
- TABLE 34 DEEPFAKE VIDEO EDITING SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 35 DEEPFAKE VIDEO EDITING SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.2.2 DEEPFAKE DETECTION & AUTHENTICATION SOFTWARE
  - 6.2.2.1 Continuous advancements in neural networks and deep learning to enhance realism and quality of deepfake content
- TABLE 36 DEEPFAKE DETECTION & AUTHENTICATION SOFTWARE: DEEPFAKE AI MARKET, BY TYPE, 2019-2023 (USD MILLION)
- TABLE 37 DEEPFAKE DETECTION & AUTHENTICATION SOFTWARE: DEEPFAKE AI MARKET, BY TYPE, 2024-2030 (USD MILLION)
  - 6.2.2.2 Deepfake Detection Algorithms
- TABLE 38 DEEPFAKE DETECTION ALGORITHMS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 39 DEEPFAKE DETECTION ALGORITHMS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.2.2.3 Media Authentication Tools
- TABLE 40 MEDIA AUTHENTICATION TOOLS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 41 MEDIA AUTHENTICATION TOOLS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.2.2.4 Forensic Analysis Software
- TABLE 42 FORENSIC ANALYSIS SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 43 FORENSIC ANALYSIS SOFTWARE: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.2.3 CONTENT MODERATION SOFTWARE
  - 6.2.3.1 Industry to witness growth in user-generated content moderation
- TABLE 44 CONTENT MODERATION SOFTWARE: DEEPFAKE AI MARKET, BY TYPE, 2019-2023 (USD MILLION)
- TABLE 45 CONTENT MODERATION SOFTWARE: DEEPFAKE AI MARKET, BY TYPE, 2024-2030 (USD MILLION)
  - 6.2.3.2 AI-driven Content Moderation Tools
- TABLE 46 AI-DRIVEN CONTENT MODERATION TOOLS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 47 AI-DRIVEN CONTENT MODERATION TOOLS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.2.3.3 Content Reporting & Removal Systems
- TABLE 48 CONTENT REPORTING & REMOVAL SYSTEMS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 49 CONTENT REPORTING & REMOVAL SYSTEMS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
6.3 SOFTWARE, BY DEPLOYMENT MODE
- FIGURE 37 CLOUD TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- TABLE 50 DEEPFAKE AI MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
- TABLE 51 DEEPFAKE AI MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- 6.3.1 CLOUD
  - 6.3.1.1 Cloud-based deepfake solutions to make advanced AI capabilities accessible to broader range of users and organizations
- TABLE 52 CLOUD: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 53 CLOUD: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.3.2 ON-PREMISES
  - 6.3.2.1 Increasing sophistication of deepfake technology to lead to rise in demand for robust on-premises detection and verification solutions
- TABLE 54 ON-PREMISES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 55 ON-PREMISES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
6.4 SERVICES
- FIGURE 38 MANAGED SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- TABLE 56 DEEPFAKE AI MARKET, BY SERVICE, 2019-2023 (USD MILLION)
- TABLE 57 DEEPFAKE AI MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- 6.4.1 PROFESSIONAL SERVICES
  - 6.4.1.1 Professional services to help industries harness deepfake technology to produce high-quality content
- FIGURE 39 SYSTEM INTEGRATION & IMPLEMENTATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 58 DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
- TABLE 59 DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
  - 6.4.1.2 Training & Consulting Services
- TABLE 60 TRAINING & CONSULTING SERVICES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 61 TRAINING & CONSULTING SERVICES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.4.1.3 System Integration & Implementation Services
- TABLE 62 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 63 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.4.1.4 Support & Maintenance Services
- TABLE 64 SUPPORT & MAINTENANCE SERVICES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 65 SUPPORT & MAINTENANCE SERVICES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.4.2 MANAGED SERVICES
  - 6.4.2.1 Managed service providers (MSPs) to offer tailored solutions that integrate seamlessly with existing workflows
- TABLE 66 MANAGED SERVICES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 67 MANAGED SERVICES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)

7 DEEPFAKE AI MARKET, BY TECHNOLOGY

7.1 INTRODUCTION
- 7.1.1 TECHNOLOGY: DEEPFAKE AI MARKET DRIVERS
- FIGURE 40 TRANSFORMER MODELS TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
- TABLE 68 DEEPFAKE AI MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
- TABLE 69 DEEPFAKE AI MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
7.2 GENERATIVE ADVERSARIAL NETWORKS (GANS)
- 7.2.1 COMPANIES TO PRODUCE HIGHLY TARGETED MARKETING CAMPAIGNS, ENHANCING USER ENGAGEMENT AND BRAND LOYALTY BY INTEGRATING GAN-POWERED SOFTWARE
- TABLE 70 GENERATIVE ADVERSARIAL NETWORKS (GANS): DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 71 GENERATIVE ADVERSARIAL NETWORKS (GANS): DEEPFAKE AI MARKET BY REGION, 2024-2030 (USD MILLION)
- 7.2.2 STANDARD GAN-BASED DEEPFAKE TECHNOLOGY
- 7.2.3 PROGRESSIVE GROWING GANS
- 7.2.4 CONDITIONAL GANS
7.3 AUTOENCODERS
- 7.3.1 AUTOENCODER-BASED APPROACHES BEING EMPLOYED IN DEEPFAKE DETECTION, ENHANCING OVERALL SECURITY AND TRUSTWORTHINESS OF DIGITAL MEDIA PLATFORMS
- TABLE 72 AUTOENCODERS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 73 AUTOENCODERS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.3.2 VARIATIONAL AUTOENCODERS (VAES)
- 7.3.3 AUDIO AUTOENCODERS
- 7.3.4 TEXT-TO-IMAGE AUTOENCODERS
7.4 RECURRENT NEURAL NETWORKS (RNNS)
- 7.4.1 RECURRENT NEURAL NETWORKS TO PLAY PIVOTAL ROLE IN DEEPFAKE AI MARKET LEVERAGING VARIOUS ADVANCED TECHNOLOGIES TO CREATE AND DETECT SYNTHETIC MEDIA
- TABLE 74 RECURRENT NEURAL NETWORKS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 75 RECURRENT NEURAL NETWORKS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.4.2 LONG SHORT-TERM MEMORY (LSTM) RNN
- 7.4.3 GATED RECURRENT UNITS (GRUS)
7.5 DIFFUSION MODELS
- 7.5.1 DIFFUSION MODELS TO ENABLE GENERATION OF HIGHLY REALISTIC AND CONVINCING SYNTHETIC MEDIA
- TABLE 76 DIFFUSION MODELS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 77 DIFFUSION MODELS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.5.2 LINEAR DIFFUSION MODELS
- 7.5.3 NON-LINEAR DIFFUSION MODELS
- 7.5.4 DISCRETE DIFFUSION MODELS
- 7.5.5 CONTINUOUS DIFFUSION MODELS
7.6 TRANSFORMER MODELS
- 7.6.1 INTEGRATION OF TRANSFORMER MODELS INTO DEEPFAKE GENERATION SOFTWARE TO ENHANCE REALISM AND QUALITY OF GENERATED CONTENT
- TABLE 78 TRANSFORMER MODELS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 79 TRANSFORMER MODELS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.6.2 TRANSFORMER-BASED DEEPFAKE TECHNOLOGY
- 7.6.3 BERT FOR TEXT-BASED DEEPFAKES
- 7.6.4 GPT FOR TEXT & AUDIO-BASED DEEPFAKES
7.7 NATURAL LANGUAGE PROCESSING (NLP)
- 7.7.1 NLP-BASED DETECTION AND MITIGATION SOLUTIONS TO COUNTER SPREAD OF FAKE TEXT AND MITIGATE ITS POTENTIAL IMPACT
- TABLE 80 NATURAL LANGUAGE PROCESSING: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 81 NATURAL LANGUAGE PROCESSING: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.7.2 LANGUAGE MODELS
- 7.7.3 SENTIMENT ANALYSIS
- 7.7.4 AUTHORSHIP VERIFICATION
7.8 OTHER TECHNOLOGIES
- TABLE 82 OTHER TECHNOLOGIES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 83 OTHER TECHNOLOGIES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)

8 DEEPFAKE AI MARKET, BY VERTICAL

8.1 INTRODUCTION
- 8.1.1 VERTICAL: DEEPFAKE AI MARKET DRIVERS
- FIGURE 41 BFSI TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 84 DEEPFAKE AI MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
- TABLE 85 DEEPFAKE AI MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
8.2 BFSI
- 8.2.1 DEEPFAKE AI TO PRESENT SIGNIFICANT CHALLENGES TO BFSI SECTOR, ALSO PRESENTING OPPORTUNITIES FOR INNOVATION AND ENHANCED SECURITY MEASURES
- TABLE 86 BFSI: DEEPFAKE AI MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
- TABLE 87 BFSI: DEEPFAKE AI MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- 8.2.2 CUSTOMER VERIFICATION & AUTHENTICATION
- TABLE 88 CUSTOMER VERIFICATION & AUTHENTICATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 89 CUSTOMER VERIFICATION & AUTHENTICATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.2.3 ANTI-MONEY LAUNDERING (AML) & FRAUD DETECTION
- TABLE 90 ANTI-MONEY LAUNDERING (AML) & FRAUD DETECTION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 91 ANTI-MONEY LAUNDERING (AML) & FRAUD DETECTION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.2.4 OTHER BFSI APPLICATIONS
- TABLE 92 OTHER BFSI APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 93 OTHER BFSI APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
8.3 TELECOMMUNICATIONS
- 8.3.1 TELECOM COMPANIES TO ADHERE TO STRINGENT COMPLIANCE MEASURES REGARDING ETHICAL USE OF DEEPFAKE TECHNOLOGY
- TABLE 94 TELECOMMUNICATIONS: DEEPFAKE AI MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
- TABLE 95 TELECOMMUNICATIONS: DEEPFAKE AI MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- 8.3.2 CALL CENTER SECURITY
- TABLE 96 CALL CENTER SECURITY: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 97 CALL CENTER SECURITY: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.3.3 FRAUD DETECTION
- TABLE 98 FRAUD DETECTION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 99 FRAUD DETECTION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.3.4 OTHER TELECOMMUNICATIONS APPLICATIONS
- TABLE 100 OTHER TELECOMMUNICATIONS APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
- TABLE 101 OTHER TELECOMMUNICATIONS APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
8.4 GOVERNMENT & DEFENSE
- 8.4.1 GOVERNMENTS TO FORMULATE POLICIES TO GOVERN RESPONSIBLE USE OF AI IN DEFENSE APPLICATIONS
- TABLE 102 GOVERNMENT & DEFENSE: DEEPFAKE AI MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
- TABLE 103 GOVERNMENT & DEFENSE: DEEPFAKE AI MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- 8.4.2 ELECTION CAMPAIGNS
- TABLE 104 ELECTION CAMPAIGNS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 105 ELECTION CAMPAIGNS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.4.3 NATIONAL SECURITY
- TABLE 106 NATIONAL SECURITY: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 107 NATIONAL SECURITY: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.4.4 GOVERNMENT COMMUNICATIONS
- TABLE 108 GOVERNMENT COMMUNICATIONS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 109 GOVERNMENT COMMUNICATIONS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.4.5 CONTENT VERIFICATION & MODERATION
- TABLE 110 CONTENT VERIFICATION & MODERATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 111 CONTENT VERIFICATION & MODERATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.4.6 ETHICAL HACKING & DIGITAL SECURITY
- TABLE 112 ETHICAL HACKING & DIGITAL SECURITY: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
- TABLE 113 ETHICAL HACKING & DIGITAL SECURITY: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
- 8.4.7 LAW ENFORCEMENT AGENCIES
- TABLE 114 LAW ENFORCEMENT AGENCIES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 115 LAW ENFORCEMENT AGENCIES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 8.4.7.1 Criminal Investigations
  - 8.4.7.2 Security Surveillance
  - 8.4.7.3 Counterterrorism & National Security
8.5 HEALTHCARE & LIFE SCIENCES
- 8.5.1 DEEPFAKE TO CREATE EDUCATIONAL CONTENT FOR PUBLIC HEALTH CAMPAIGNS, RAISING AWARENESS ABOUT VARIOUS HEALTH ISSUES
- TABLE 116 HEALTHCARE & LIFE SCIENCES: DEEPFAKE AI MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
- TABLE 117 HEALTHCARE & LIFE SCIENCES: DEEPFAKE AI MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- 8.5.2 MEDICAL TRAINING & SIMULATION
- TABLE 118 MEDICAL TRAINING & SIMULATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 119 MEDICAL TRAINING & SIMULATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.5.3 PATIENT CASE SIMULATIONS
- TABLE 120 PATIENT CASE SIMULATIONS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 121 PATIENT CASE SIMULATIONS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.5.4 TELEMEDICINE & VIRTUAL HEALTHCARE
- TABLE 122 TELEMEDICINE & VIRTUAL HEALTHCARE: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 123 TELEMEDICINE & VIRTUAL HEALTHCARE: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.5.5 OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS
- TABLE 124 OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 125 OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
8.6 LEGAL
- 8.6.1 LEGAL INDUSTRY WITNESSING INCREASE IN COLLABORATIVE EFFORTS TO COMBAT DEEPFAKE THREATS
- TABLE 126 LEGAL: DEEPFAKE AI MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
- TABLE 127 LEGAL: DEEPFAKE AI MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- 8.6.2 DIGITAL EVIDENCE AUTHENTICATION
- TABLE 128 DIGITAL EVIDENCE AUTHENTICATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 129 DIGITAL EVIDENCE AUTHENTICATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.6.3 INTELLECTUAL PROPERTY PROTECTION
- TABLE 130 INTELLECTUAL PROPERTY PROTECTION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 131 INTELLECTUAL PROPERTY PROTECTION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.6.4 LEGAL & ETHICAL CONSULTATION
- TABLE 132 LEGAL & ETHICAL CONSULTATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 133 LEGAL & ETHICAL CONSULTATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.6.5 OTHER LEGAL APPLICATIONS
- TABLE 134 OTHER LEGAL APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
- TABLE 135 OTHER LEGAL APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
8.7 MEDIA & ENTERTAINMENT
- 8.7.1 PROLIFERATION OF SOCIAL MEDIA AND DIGITAL PLATFORMS TO AMPLIFY DEMAND FOR VIRAL CONTENT AND DEEPFAKES
- TABLE 136 MEDIA & ENTERTAINMENT: DEEPFAKE AI MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
- TABLE 137 MEDIA & ENTERTAINMENT: DEEPFAKE AI MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- 8.7.2 CGI CHARACTER CREATION
- TABLE 138 CGI CHARACTER CREATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 139 CGI CHARACTER CREATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.7.3 DE-AGING ACTORS
- TABLE 140 DE-AGING ACTORS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 141 DE-AGING ACTORS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.7.4 SPECIAL EFFECTS & VISUAL ENHANCEMENTS
- TABLE 142 SPECIAL EFFECTS & VISUAL ENHANCEMENTS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 143 SPECIAL EFFECTS & VISUAL ENHANCEMENTS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.7.5 DIGITAL CONTENT CREATION
- TABLE 144 DIGITAL CONTENT CREATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 145 DIGITAL CONTENT CREATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.7.6 CELEBRITY & INFLUENCER MARKETING
- TABLE 146 CELEBRITY & INFLUENCER MARKETING: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 147 CELEBRITY & INFLUENCER MARKETING: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.7.7 NEWS AGENCIES
- TABLE 148 NEWS AGENCIES: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 149 NEWS AGENCIES: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 8.7.7.1 Journalistic Integrity
  - 8.7.7.2 Media Verification & Authentication
  - 8.7.7.3 Media Production & Enhancement
- 8.7.8 SOCIAL MEDIA
- TABLE 150 SOCIAL MEDIA: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 151 SOCIAL MEDIA: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 8.7.8.1 Content Moderation & Regulation
  - 8.7.8.2 User-generated Content Enhancement
  - 8.7.8.3 Deepfake Detection on Platforms
8.8 RETAIL & E-COMMERCE
- 8.8.1 RETAILERS INCREASINGLY PARTNERING WITH INFLUENCERS TO REACH WIDER AUDIENCES
- TABLE 152 RETAIL & E-COMMERCE: DEEPFAKE AI MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
- TABLE 153 RETAIL & E-COMMERCE: DEEPFAKE AI MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- 8.8.2 CUSTOMER SERVICE & PERSONALIZATION
- TABLE 154 CUSTOMER SERVICE & PERSONALIZATION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 155 CUSTOMER SERVICE & PERSONALIZATION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.8.3 VISUAL MERCHANDIZING
- TABLE 156 VISUAL MERCHANDIZING: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 157 VISUAL MERCHANDIZING: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)
- 8.8.4 SECURITY & FRAUD PREVENTION
- TABLE 158 SECURITY & FRAUD PREVENTION: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
- TABLE 159 SECURITY & FRAUD PREVENTION: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
- 8.8.5 OTHER RETAIL & E-COMMERCE APPLICATIONS
- TABLE 160 OTHER RETAIL & E-COMMERCE APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
- TABLE 161 OTHER RETAIL & E-COMMERCE APPLICATIONS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
8.9 OTHER VERTICALS
- TABLE 162 OTHER VERTICALS: DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 163 OTHER VERTICALS: DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)

9 DEEPFAKE AI MARKET, BY REGION

9.1 INTRODUCTION
- FIGURE 42 JAPAN TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 43 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 164 DEEPFAKE AI MARKET, BY REGION, 2019-2023 (USD MILLION)
- TABLE 165 DEEPFAKE AI MARKET, BY REGION, 2024-2030 (USD MILLION)

9.2 NORTH AMERICA
- 9.2.1 NORTH AMERICA: DEEPFAKE AI MARKET DRIVERS
- 9.2.2 NORTH AMERICA: RECESSION IMPACT
- FIGURE 44 NORTH AMERICA: MARKET SNAPSHOT
- TABLE 166 NORTH AMERICA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 167 NORTH AMERICA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 168 NORTH AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD MILLION)
- TABLE 169 NORTH AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD MILLION)
- TABLE 170 NORTH AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2019-2023 (USD MILLION)
- TABLE 171 NORTH AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 172 NORTH AMERICA: DEEPFAKE AI MARKET, BY SERVICE, 2019-2023 (USD MILLION)
- TABLE 173 NORTH AMERICA: DEEPFAKE AI MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 174 NORTH AMERICA: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
- TABLE 175 NORTH AMERICA: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
- TABLE 176 NORTH AMERICA: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
- TABLE 177 NORTH AMERICA: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
- TABLE 178 NORTH AMERICA: DEEPFAKE AI MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
- TABLE 179 NORTH AMERICA: DEEPFAKE AI MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
- TABLE 180 NORTH AMERICA: DEEPFAKE AI MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
- TABLE 181 NORTH AMERICA: DEEPFAKE AI MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 9.2.3 US
  - 9.2.3.1 US witnessing significant advancements in regulatory landscape concerning deepfake technology
- TABLE 182 US: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 183 US: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.2.4 CANADA
  - 9.2.4.1 Private sector investments in Canada fueling advancements with substantial funding dedicated to AI research and development
- TABLE 184 CANADA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 185 CANADA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
9.3 EUROPE
- 9.3.1 EUROPE: DEEPFAKE AI MARKET DRIVERS
- 9.3.2 EUROPE: RECESSION IMPACT
- TABLE 186 EUROPE: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 187 EUROPE: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 188 EUROPE: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD MILLION)
- TABLE 189 EUROPE: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD MILLION)
- TABLE 190 EUROPE: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2019-2023 (USD MILLION)
- TABLE 191 EUROPE: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 192 EUROPE: DEEPFAKE AI MARKET, BY SERVICE, 2019-2023 (USD MILLION)
- TABLE 193 EUROPE: DEEPFAKE AI MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 194 EUROPE: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
- TABLE 195 EUROPE: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
- TABLE 196 EUROPE: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
- TABLE 197 EUROPE: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
- TABLE 198 EUROPE: DEEPFAKE AI MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
- TABLE 199 EUROPE: DEEPFAKE AI MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
- TABLE 200 EUROPE: DEEPFAKE AI MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
- TABLE 201 EUROPE: DEEPFAKE AI MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 9.3.3 UK
  - 9.3.3.1 R&D in deepfake AI to thrive in UK
- TABLE 202 UK: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 203 UK: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.3.4 GERMANY
  - 9.3.4.1 German lawmakers exploring specific regulations to tackle dissemination of deepfakes
- TABLE 204 GERMANY: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 205 GERMANY: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.3.5 FRANCE
  - 9.3.5.1 France proactively addressing potential risks associated with deepfake technology
- TABLE 206 FRANCE: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 207 FRANCE: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.3.6 ITALY
  - 9.3.6.1 Being current leader of G7 group of nations, Italy to place strong emphasis on AI
- TABLE 208 ITALY: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 209 ITALY: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.3.7 SPAIN
  - 9.3.7.1 Spanish industries encouraging integration of AI technologies like deepfakes into everyday operations
- TABLE 210 SPAIN: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 211 SPAIN: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.3.8 NETHERLANDS
  - 9.3.8.1 Dutch market reflects broader global trends in adoption of deepfake technology for educational and training purposes
- TABLE 212 NETHERLANDS: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 213 NETHERLANDS: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.3.9 REST OF EUROPE
- TABLE 214 REST OF EUROPE: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 215 REST OF EUROPE: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
9.4 ASIA PACIFIC
- 9.4.1 ASIA PACIFIC: DEEPFAKE AI MARKET DRIVERS
- 9.4.2 ASIA PACIFIC: IMPACT OF RECESSION
- FIGURE 45 ASIA PACIFIC: MARKET SNAPSHOT
- TABLE 216 ASIA PACIFIC: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 217 ASIA PACIFIC: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 218 ASIA PACIFIC: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD MILLION)
- TABLE 219 ASIA PACIFIC: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD MILLION)
- TABLE 220 ASIA PACIFIC: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2019-2023 (USD MILLION)
- TABLE 221 ASIA PACIFIC: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 222 ASIA PACIFIC: DEEPFAKE AI MARKET, BY SERVICE, 2019-2023 (USD MILLION)
- TABLE 223 ASIA PACIFIC: DEEPFAKE AI MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 224 ASIA PACIFIC: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
- TABLE 225 ASIA PACIFIC: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
- TABLE 226 ASIA PACIFIC: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
- TABLE 227 ASIA PACIFIC: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
- TABLE 228 ASIA PACIFIC: DEEPFAKE AI MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
- TABLE 229 ASIA PACIFIC: DEEPFAKE AI MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
- TABLE 230 ASIA PACIFIC: DEEPFAKE AI MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
- TABLE 231 ASIA PACIFIC: DEEPFAKE AI MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 9.4.3 CHINA
  - 9.4.3.1 Government initiatives and regulations in favor of deepfake AI development in China to drive market growth
- TABLE 232 CHINA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 233 CHINA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.4.4 INDIA
  - 9.4.4.1 Recognizing risks, Indian government to take steps to regulate use of deepfakes
- TABLE 234 INDIA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 235 INDIA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.4.5 JAPAN
  - 9.4.5.1 Japan making international efforts to develop standards and best practices for deepfake detection and mitigation
- TABLE 236 JAPAN: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 237 JAPAN: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.4.6 SOUTH KOREA
  - 9.4.6.1 South Korea making significant strides in the field of AI
- TABLE 238 SOUTH KOREA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 239 SOUTH KOREA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.4.7 AUSTRALIA & NEW ZEALAND
  - 9.4.7.1 ANZ actively developing and updating regulations to prevent misuse of deepfake AI
- TABLE 240 AUSTRALIA & NEW ZEALAND: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 241 AUSTRALIA & NEW ZEALAND: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.4.8 SINGAPORE
  - 9.4.8.1 Singapore proactively developing regulations and laws to address ethical and security challenges posed by deepfake technologies
- TABLE 242 SINGAPORE: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 243 SINGAPORE: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.4.9 REST OF ASIA PACIFIC
- TABLE 244 REST OF ASIA PACIFIC: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 245 REST OF ASIA PACIFIC: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
9.5 MIDDLE EAST & AFRICA
- 9.5.1 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET DRIVERS
- 9.5.2 MIDDLE EAST & AFRICA: IMPACT OF RECESSION
- TABLE 246 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 247 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 248 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD MILLION)
- TABLE 249 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD MILLION)
- TABLE 250 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2019-2023 (USD MILLION)
- TABLE 251 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 252 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY SERVICE, 2019-2023 (USD MILLION)
- TABLE 253 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 254 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
- TABLE 255 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
- TABLE 256 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
- TABLE 257 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
- TABLE 258 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
- TABLE 259 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
- TABLE 260 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY COUNTRY/REGION, 2019-2023 (USD MILLION)
- TABLE 261 MIDDLE EAST & AFRICA: DEEPFAKE AI MARKET, BY COUNTRY/REGION, 2024-2030 (USD MILLION)
- 9.5.3 SAUDI ARABIA
  - 9.5.3.1 Saudi Arabia to play pivotal role in shaping future of synthetic media applications regionally and globally
- TABLE 262 SAUDI ARABIA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 263 SAUDI ARABIA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.5.4 UAE
  - 9.5.4.1 UAE making significant advancements in AI research and development
- TABLE 264 UAE: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 265 UAE: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.5.5 TURKEY
  - 9.5.5.1 Turkish government actively developing deepfake detection measures and promoting AI research and development
- TABLE 266 TURKEY: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 267 TURKEY: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.5.6 REST OF MIDDLE EAST
- TABLE 268 REST OF MIDDLE EAST: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 269 REST OF MIDDLE EAST: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.5.7 AFRICA
  - 9.5.7.1 Education campaigns to raise awareness about existence and dangers of deepfake content in Africa
- TABLE 270 AFRICA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 271 AFRICA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
9.6 LATIN AMERICA
- 9.6.1 LATIN AMERICA: DEEPFAKE AI MARKET DRIVERS
- 9.6.2 LATIN AMERICA: IMPACT OF RECESSION
- TABLE 272 LATIN AMERICA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 273 LATIN AMERICA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 274 LATIN AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD MILLION)
- TABLE 275 LATIN AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD MILLION)
- TABLE 276 LATIN AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2019-2023 (USD MILLION)
- TABLE 277 LATIN AMERICA: DEEPFAKE AI MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 278 LATIN AMERICA: DEEPFAKE AI MARKET, BY SERVICE, 2019-2023 (USD MILLION)
- TABLE 279 LATIN AMERICA: DEEPFAKE AI MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 280 LATIN AMERICA: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
- TABLE 281 LATIN AMERICA: DEEPFAKE AI MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
- TABLE 282 LATIN AMERICA: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2019-2023 (USD MILLION)
- TABLE 283 LATIN AMERICA: DEEPFAKE AI MARKET, BY TECHNOLOGY, 2024-2030 (USD MILLION)
- TABLE 284 LATIN AMERICA: DEEPFAKE AI MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
- TABLE 285 LATIN AMERICA: DEEPFAKE AI MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
- TABLE 286 LATIN AMERICA: DEEPFAKE AI MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
- TABLE 287 LATIN AMERICA: DEEPFAKE AI MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 9.6.3 BRAZIL
  - 9.6.3.1 Brazilian companies seek competitive advantages and new ways to captivate audiences
- TABLE 288 BRAZIL: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 289 BRAZIL: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.6.4 MEXICO
  - 9.6.4.1 Mexico to become technically advanced country due to adoption of AI
- TABLE 290 MEXICO: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 291 MEXICO: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.6.5 ARGENTINA
  - 9.6.5.1 Adoption of AI & ML to enhance processes and improve decision-making of businesses in Argentina
- TABLE 292 ARGENTINA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 293 ARGENTINA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 9.6.6 REST OF LATIN AMERICA
- TABLE 294 REST OF LATIN AMERICA: DEEPFAKE AI MARKET, BY OFFERING, 2019-2023 (USD MILLION)
- TABLE 295 REST OF LATIN AMERICA: DEEPFAKE AI MARKET, BY OFFERING, 2024-2030 (USD MILLION)

10 COMPETITIVE LANDSCAPE

10.1 OVERVIEW
10.2 KEY PLAYER STRATEGIES
- TABLE 296 OVERVIEW OF STRATEGIES ADOPTED BY KEY DEEPFAKE AI VENDORS
10.3 REVENUE ANALYSIS
- FIGURE 46 TOP 5 PLAYERS DOMINATED MARKET FOR LAST 5 YEARS
10.4 MARKET SHARE ANALYSIS
- FIGURE 47 SHARE OF LEADING COMPANIES IN DEEPFAKE AI MARKET, 2023
- 10.4.1 MARKET RANKING ANALYSIS
- TABLE 297 DEEPFAKE AI MARKET: DEGREE OF COMPETITION
10.5 PRODUCT COMPARATIVE ANALYSIS
- 10.5.1 PRODUCT COMPARATIVE ANALYSIS, BY DEEPFAKE GENERATION TOOL
- FIGURE 48 PRODUCT COMPARATIVE ANALYSIS, BY DEEPFAKE GENERATION TOOL
  - 10.5.1.1 Veritone Deepfake Detection
  - 10.5.1.2 Deep Nostalgia
  - 10.5.1.3 Deepfake Studio
  - 10.5.1.4 Synthesia Video Maker
  - 10.5.1.5 Creative Reality Studio
- 10.5.2 PRODUCT COMPARATIVE ANALYSIS, BY DEEPFAKE DETECTION TOOL
- FIGURE 49 PRODUCT COMPARATIVE ANALYSIS, BY DEEPFAKE DETECTION TOOL
  - 10.5.2.1 Intel FakeCatcher
  - 10.5.2.2 iProov Biometric Solution Suite
  - 10.5.2.3 BioID Deepfake Detection
  - 10.5.2.4 ValidSoft Voice Verity
  - 10.5.2.5 Q-Integrity Deepfake Detection
- 10.5.3 PRODUCT COMPARATIVE ANALYSIS, BY CONTENT MODERATION TOOL
- FIGURE 50 PRODUCT COMPARATIVE ANALYSIS, BY CONTENT MODERATION TOOL
  - 10.5.3.1 Microsoft Video Authenticator
  - 10.5.3.2 Amazon Rekognition
  - 10.5.3.3 SynthID
  - 10.5.3.4 Sensity AI
  - 10.5.3.5 ValidSoft Verify
10.6 COMPANY VALUATION AND FINANCIAL METRICS
- FIGURE 51 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
- FIGURE 52 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
10.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
- 10.7.1 STARS
- 10.7.2 EMERGING LEADERS
- 10.7.3 PERVASIVE PLAYERS
- 10.7.4 PARTICIPANTS
- FIGURE 53 DEEPFAKE AI MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
- 10.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
  - 10.7.5.1 Company Footprint
- FIGURE 54 COMPANY FOOTPRINT (18 COMPANIES)
  - 10.7.5.2 Region Footprint
- TABLE 298 REGION FOOTPRINT (18 COMPANIES)
  - 10.7.5.3 Offering Footprint
- TABLE 299 OFFERING FOOTPRINT (18 COMPANIES)
  - 10.7.5.4 Technology Footprint
- TABLE 300 TECHNOLOGY FOOTPRINT (18 COMPANIES)
  - 10.7.5.5 Vertical Footprint
- TABLE 301 VERTICAL FOOTPRINT (18 COMPANIES)
10.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
- 10.8.1 PROGRESSIVE COMPANIES
- 10.8.2 RESPONSIVE COMPANIES
- 10.8.3 DYNAMIC COMPANIES
- 10.8.4 STARTING BLOCKS
- FIGURE 55 DEEPFAKE AI MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
- 10.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
  - 10.8.5.1 Detailed List of Key Startups/SMEs
- TABLE 302 DEEPFAKE AI MARKET: DETAILED LIST OF KEY STARTUPS/SMES
  - 10.8.5.2 Competitive Benchmarking of Key Startups/SMEs
- TABLE 303 DEEPFAKE AI MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
10.9 COMPETITIVE SCENARIO AND TRENDS
- 10.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 304 DEEPFAKE AI MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021-MAY 2024
- 10.9.2 DEALS
- TABLE 305 DEEPFAKE AI MARKET: DEALS, JANUARY 2021-MAY 2024

11 COMPANY PROFILES

11.1 INTRODUCTION
11.2 KEY PLAYERS
(Business overview, Solutions/Services offered, Recent developments, MnM view, Key strengths, Strategic choices made, and Weaknesses and Competitive threats)**

11.2.1 MICROSOFT
TABLE 306 MICROSOFT: BUSINESS OVERVIEW
FIGURE 56 MICROSOFT: COMPANY SNAPSHOT
TABLE 307 MICROSOFT: SOLUTIONS/SERVICES OFFERED
TABLE 308 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
11.2.2 AWS
TABLE 309 AWS: BUSINESS OVERVIEW
FIGURE 57 AWS: COMPANY SNAPSHOT
TABLE 310 AWS: SOLUTIONS/SERVICES OFFERED
TABLE 311 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 312 AWS: DEALS
11.2.3 GOOGLE
TABLE 313 GOOGLE: BUSINESS OVERVIEW
FIGURE 58 GOOGLE: COMPANY SNAPSHOT
TABLE 314 GOOGLE: SOLUTIONS/SERVICES OFFERED
TABLE 315 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
11.2.4 INTEL
TABLE 316 INTEL: BUSINESS OVERVIEW
FIGURE 59 INTEL: COMPANY SNAPSHOT
TABLE 317 INTEL: SOLUTIONS/SERVICES OFFERED
TABLE 318 INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 319 INTEL: DEALS
11.2.5 VERITONE
TABLE 320 VERITONE: BUSINESS OVERVIEW
FIGURE 60 VERITONE: COMPANY SNAPSHOT
TABLE 321 VERITONE: SOLUTIONS/SERVICES OFFERED
TABLE 322 VERITONE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 323 VERITONE: DEALS
11.2.6 BIOID
TABLE 324 BIOID: BUSINESS OVERVIEW
TABLE 325 BIOID: SOLUTIONS/SERVICES OFFERED
TABLE 326 BIOID: PRODUCT LAUNCHES AND ENHANCEMENTS
11.2.7 DUCKDUCKGOOSE AI
TABLE 327 DUCKDUCKGOOSE AI: BUSINESS OVERVIEW
TABLE 328 DUCKDUCKGOOSE AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
11.2.8 SYNTHESIA
TABLE 329 SYNTHESIA: BUSINESS OVERVIEW
TABLE 330 SYNTHESIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
11.2.9 SENTINEL
TABLE 331 SENTINEL: BUSINESS OVERVIEW
TABLE 332 SENTINEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
11.2.10 PARAVISION
TABLE 333 PARAVISION: BUSINESS OVERVIEW
TABLE 334 PARAVISION: SOLUTIONS/SERVICES OFFERED
TABLE 335 PARAVISION: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 336 PARAVISION: DEALS
11.2.11 IPROOV
11.2.12 D-ID
11.2.13 REFACE
11.2.14 VALIDSOFT
11.2.15 MYHERITAGE
11.2.16 BLACKBIRD.AI
11.2.17 HYPERVERGE
11.2.18 PINDROP

11.3 STARTUP/SME PROFILES
- 11.3.1 DEEPWARE
- 11.3.2 TRUEPIC
- 11.3.3 IDENFY
- 11.3.4 Q-INTEGRITY
- 11.3.5 RESEMBLE AI
- 11.3.6 SENSITY AI
- 11.3.7 REALITY DEFENDER
- 11.3.8 ATTESTIV
- 11.3.9 WEVERIFY
- 11.3.10 DEEPMEDIA.AI
- 11.3.11 KROOP AI
- 11.3.12 RESPEECHER
- 11.3.13 DEEP SWAP
- 11.3.14 COGITO TECH
- 11.3.15 FACIA.AI
- 11.3.16 OZ FORENSICS
- 11.3.17 PRIMEAU FORENSICS
- 11.3.18 KAIROS
*Details on Business overview, Solutions/Services offered, Recent developments, MnM view, Key strengths, Strategic choices made, and Weaknesses and Competitive threats might not be captured in case of unlisted companies.

12 ADJACENT AND RELATED MARKETS

12.1 INTRODUCTION
12.2 FAKE IMAGE DETECTION MARKET - GLOBAL FORECAST TO 2029
- 12.2.1 MARKET DEFINITION
- 12.2.2 MARKET OVERVIEW
  - 12.2.2.1 Fake Image Detection Market, By Offering
- TABLE 337 FAKE IMAGE DETECTION MARKET, BY OFFERING, 2018-2023 (USD MILLION)
- TABLE 338 FAKE IMAGE DETECTION MARKET, BY OFFERING, 2024-2029 (USD MILLION)
  - 12.2.2.2 Fake Image Detection Market, By Deployment Mode
- TABLE 339 FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2018-2023 (USD MILLION)
- TABLE 340 FAKE IMAGE DETECTION MARKET, BY DEPLOYMENT MODE, 2024-2029 (USD MILLION)
  - 12.2.2.3 Fake Image Detection Market, By Organization Size
- TABLE 341 FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2018-2023 (USD MILLION)
- TABLE 342 FAKE IMAGE DETECTION MARKET, BY ORGANIZATION SIZE, 2024-2029 (USD MILLION)
  - 12.2.2.4 Fake Image Detection Market, By Target User
- TABLE 343 FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2018-2023 (USD MILLION)
- TABLE 344 FAKE IMAGE DETECTION MARKET, BY TARGET USER, 2024-2029 (USD MILLION)
  - 12.2.2.5 Fake Image Detection Market, By Technology
- TABLE 345 FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2018-2023 (USD MILLION)
- TABLE 346 FAKE IMAGE DETECTION MARKET, BY TECHNOLOGY, 2024-2029 (USD MILLION)
  - 12.2.2.6 Fake Image Detection Market, By Application
- TABLE 347 FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2018-2023 (USD MILLION)
- TABLE 348 FAKE IMAGE DETECTION MARKET, BY APPLICATION, 2024-2029 (USD MILLION)
  - 12.2.2.7 Fake Image Detection Market, By Vertical
- TABLE 349 FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2018-2023 (USD MILLION)
- TABLE 350 FAKE IMAGE DETECTION MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
  - 12.2.2.8 Fake Image Detection Market, By Region
- TABLE 351 FAKE IMAGE DETECTION MARKET, BY REGION, 2018-2023 (USD MILLION)
- TABLE 352 FAKE IMAGE DETECTION MARKET, BY REGION, 2024-2029 (USD MILLION)
12.3 FACIAL RECOGNITION MARKET - GLOBAL FORECAST TO 2028
- 12.3.1 MARKET DEFINITION
- 12.3.2 MARKET OVERVIEW
  - 12.3.2.1 Facial Recognition Market, By Offering
- TABLE 353 FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
- TABLE 354 FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
  - 12.3.2.2 Facial Recognition Market, By Deployment Mode
- TABLE 355 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
- TABLE 356 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
  - 12.3.2.3 Facial Recognition Market, By Organization Size
- TABLE 357 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
- TABLE 358 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
  - 12.3.2.4 Facial Recognition Market, By Application
- TABLE 359 FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
- TABLE 360 FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
  - 12.3.2.5 Facial Recognition Market, By Vertical
- TABLE 361 FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
- TABLE 362 FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
  - 12.3.2.6 Facial Recognition Market, By Region
- TABLE 363 FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
- TABLE 364 FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)

13 APPENDIX

13.1 DISCUSSION GUIDE
13.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
13.3 CUSTOMIZATION OPTIONS
13.4 RELATED REPORTS
13.5 AUTHOR DETAILS