Table of Content

Table of Contents

1         Executive Summary. 14
1.1        Major Findings & Conclusions. 14
1.2        Market Dynamics & Opportunities. 15
1.3        Market Size – Assessment and Forecast – 2020-2026. 16
1.4        Market Dynamics 2020-2026. 17
1.5        Market Breakdown 2020-2026. 18

2         Misinformation in Homeland Security, Public Safety and National Security Market Background & Assessment 20
2.1        Misinformation Definition & Background. 20
2.2        Fake News Definition & Background. 21
2.3        DeepFake Definition & Background. 21
2.4        Fake News & DeepFake Economic Damages. 23

3         Counter Misinformation in Homeland Security, Public Safety and National Security Market Background & Assessment 25
3.1        Counter Misinformation Background. 25
3.2        Counter Misinformation Market: Drivers & Inhibitors. 26
3.2.1    Counter Misinformation Market Drivers. 26
3.2.2    Counter Misinformation Market Inhibitors. 27
3.3        Counter Misinformation in Homeland Security, Public Safety, and National Security Market Organogram.. 28
3.4        Counter Misinformation in Homeland Security, Public Safety, and National Security Market Estimations and Forecast 29

4         Counter Misinformation Country Regulatory Frameworks. 32

5         Select Counter Misinformation Projects and Programs in Homeland Security, Public Safety & National Security. 40

6         Global Security Concerns & Assessment 41
6.1        Global Risks 2020: A Regional Perceptive. 42
6.2        North America Homeland Security & Public Safety Market Drivers. 46
6.3        Cyber Attacks. 47
6.4        Data Fraud or Theft 47
6.5        Terrorism Threat 47
6.6        Europe Homeland Security & Public Safety Market Drivers. 47
6.7        Cyberattacks. 49
6.8        Assets bubble. 49
6.9        Interstate conflict 49
6.10     Terror financing. 49
6.11     APAC Homeland Security & Public Safety Market Drivers. 50
6.12     Water Crises. 51
6.13     Terrorist attacks. 51
6.14     Manmade environmental catastrophes. 51
6.15     Natural catastrophes. 52
6.16     Cyberattacks. 52
6.17     Interstate conflict 52
6.18     Middle East and Africa Homeland Security & Public Safety Market Drivers. 53
6.19     Unemployment or underemployment 54
6.20     Fiscal crises. 54
6.21     Energy price shock. 54
6.22     Latin America and the Caribbean Homeland Security & Public Safety Market Drivers. 55
6.23     Failure of national governance. 55
6.24     Economic issues. 56
6.25     Failure of critical infrastructure. 56
6.26     COVID-19 Pandemic Background & Assessment 57
6.27     North America COVID-19 Assessment 57
6.28     Europe COVID-19 Assessment 57
6.29     LATAM COVID-19 Assessment 57
6.30     APAC COVID-19 Assessment 58
6.31     Middle East & Africa COVID-19 Assessment 58

7         Homeland Security, Public Safety, and National Security Agencies Background. 59

8         Proliferation of Data. 60

9         Type of Data Sources. 60
9.1        Passive Data Sources. 60
9.2        Active Data Sources. 61
9.3        Data Sources. 61
9.3.1             OSINT (Social Media and Web) 61
9.3.1.1         Social Media Sources. 61
9.3.1.2         Leading Social Media Platforms. 62

10      Threats Generated by Misinformation Campaigns. 63
10.1     Election Campaigns and Politics. 63
10.2     Financial Fraud. 65
10.3     Public Health. 65
10.4     Personality Theft 66
10.5     Cyber-enabled Crime. 67
10.6     Revenge Porn & Sextortion. 67

11      Technology. 68
11.1     Consolidated Market 2020-2026. 68
11.2     Market Analysis 2020-2026. 68
11.3     Market Dynamics 2020-2026. 69
11.4     Market Breakdown 2020-2026. 69
11.5     Counter Misinformation Technology Background. 71
11.6     Counter Misinformation Technology Enablers & Applications. 72
11.6.1 AI & Machine Learning. 72
11.6.1.1      Machine Learning Methods. 72
11.6.1.2      Deep Machine Learning. 73
11.6.2 Natural Language Processing (NLP) 73
11.6.2.1      Natural Language Processing Components. 74
11.6.2.2      Natural Language Processing Application Types. 74
11.6.2.3      Speech Recognition & Machine Hearing. 75
11.6.2.4      Machine Vision. 76
11.6.2.5      Applications Types. 77
11.7     Bot Networks. 78
11.7.1 What are Bot Networks. 78
11.7.2 Bot Networks Detection Tools. 80
11.7.2.1      Intent Analysis Tools. 80
11.7.2.2      Device Fingerprinting. 81
11.7.2.3      Human Interaction Challenge. 81
11.7.2.4      Behavioral Analysis. 81
11.8     Counter Misinformation Technology Types and Solutions. 81
11.8.1 Fake News Detection Solutions. 81
11.8.1.1      Classic OSINT Tools for Monitoring Purposes. 82
11.8.1.2      Fake Profiles Detectors. 83
11.8.1.3      Non Tech Solutions. 83
11.8.1.4      Market Size – Assessment and Forecast – 2020-2026. 83
11.8.1.5      Market Dynamics 2020-2026. 84
11.8.1.6      Market Breakdown 2020-2026. 85
11.8.2 DeepFake Detection Solutions. 85
11.8.2.1      Software-based Detection. 85
11.8.3 Market Size – Assessment and Forecast – 2020-2026. 87
11.8.4 Market Dynamics 2020-2026. 88
11.8.5 Market Breakdown 2020-2026. 89

12      Vertical Markets. 90
12.1     Consolidated Market 2020-2026. 91
12.2     Market Analysis 2020-2026. 92
12.3     Market Dynamics 2020-2026. 92
12.4     Market Breakdown 2020-2026. 93
12.5     Government Intelligence Agencies. 95
12.5.1 Use Cases. 95
12.5.2 Market Size – Assessment and Forecast – 2020-2026. 95
12.5.3 Market Dynamics 2020-2026. 96
12.5.4 Market Breakdown 2020-2026. 97
12.6     LEAs & First Responders. 98
12.6.1 Use Cases. 98
12.6.2 Market Size – Assessment and Forecast – 2020-2026. 98
12.6.3 Market Dynamics 2020-2026. 99
12.6.4 Market Breakdown 2020-2026. 100
12.7     Financial Intelligence & Fraud Detection. 100
12.7.1 Use Cases. 100
12.7.2 Market Size – Assessment and Forecast – 2020-2026. 101
12.7.3 Market Dynamics 2020-2026. 102
12.7.4 Market Breakdown 2020-2026. 103
12.8     Cyber Security Agencies. 103
12.8.1 Use Cases. 103
12.8.2 Market Size – Assessment and Forecast – 2020-2026. 104
12.8.3 Market Dynamics 2020-2026. 105
12.8.4 Market Breakdown 2020-2026. 105
12.9     Military & Defense Intelligence. 106
12.9.1 Use Cases. 106
12.9.2 Market Size – Assessment and Forecast – 2020-2026. 106
12.9.3 Market Dynamics 2020-2026. 108
12.9.4 Market Breakdown 2020-2026. 108
12.10  Commercial Copyrights Protection. 109
12.10.1            Use Cases. 109
12.10.2            Market Size – Assessment and Forecast – 2020-2026. 109
12.10.3            Market Dynamics 2020-2026. 110
12.10.4            Market Breakdown 2020-2026. 111

13      Regional Markets. 112
13.1     North America Market Background. 112
13.1.1 Market Size – Assessment and Forecast – 2020-2026. 112
13.1.2 Market Dynamics 2020-2026. 114
13.1.3 Market Breakdown 2020-2026. 114
13.2     Europe, Middle East & Africa (EMEA) Market Background. 115
13.2.1 Europe. 115
13.2.2 Middle East 115
13.2.3 Africa. 116
13.2.4 Market Size – Assessment and Forecast – 2020-2026. 116
13.2.5 Market Dynamics 2020-2026. 117
13.2.6 Market Breakdown 2020-2026. 118
13.3     APAC Market Background. 119
13.3.1 Market Size – Assessment and Forecast – 2020-2026. 119
13.3.2 Market Dynamics 2020-2026. 120
13.3.3 Market Breakdown 2020-2026. 121

14      Leading Vendors. 122
14.1     Social Media Platform Conglomarates Misinformation Detection Initiatives. 122
14.2     Cheq. 123
14.2.1 Company Profile. 123
14.2.2 Misinformation Detection Solutions. 123
14.3     Cyabra. 124
14.3.1 Company Profile. 124
14.3.2 Misinformation Detection Solutions. 124
14.4     Falso Tech. 124
14.4.1 Company Profile. 124
14.4.2 Misinformation Detection Solutions. 125
14.5     Sensity. 125
14.5.1 Company Profile. 125
14.5.2 Misinformation Detection Solutions. 125
14.6     Microsoft 126
14.6.1 Company profile. 126
14.6.2 Misinformation Detection Solutions. 126
14.7     Axon. 127
14.7.1 Company profile. 127
14.7.2 Misinformation Detection Solutions. 127
14.8     Logically. 127
14.8.1 Company profile. 127
14.8.2 Misinformation Detection Solutions. 128
14.9     Datalytics24. 128
14.9.1 Company profile. 128
14.9.2 Misinformation Detection Solutions. 128
14.10  Wordproof 129
14.10.1            Company profile. 129
14.10.2            Misinformation Detection Solutions. 129
14.11  Truepic. 129
14.11.1           Company profile. 129
14.11.2            Misinformation Detection Solutions. 130
14.12  Right of Reply. 130
14.12.1            Company profile. 130
14.12.2            Misinformation Detection Solutions. 130
14.13  Factmata. 131
14.13.1            Company profile. 131
14.13.2            Misinformation Detection Solutions. 131
14.14  Digital Fingerprints. 131
14.14.1            Company profile. 131
14.14.2            Misinformation Detection Solutions. 132
14.15  Trueinchain. 132
14.15.1            Company profile. 132
14.15.2            Misinformation Detection Solutions. 132
14.16  Fabula AI (a Twitter company) 133
14.16.1            Company profile. 133
14.16.2            Misinformation Detection Solutions. 133
14.17  Shieldsquare. 133
14.17.1            Company profile. 133
14.17.2            Misinformation Detection Solutions. 134
14.18  Imperva. 134
14.18.1            Company profile. 134
14.18.2            Misinformation Detection Solutions. 134
14.19  Fastly. 135
14.19.1            Company profile. 135
14.19.2            Misinformation Detection Solutions. 135

15      Disclaimer & Copyright 136

Tables

Table 1- Counter Misinformation solution in homeland Security and National security public safety Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 16
Table 2 – Counter Misinformatoin Country Regulatory Frameworks. 32
Table 3 – Select Homeland Security and Public Safety Counter Misinformation Projects and Programs. 40
Table 4 – Passive Data Sources. 60
Table 5 – Active Data Sources. 61
Table 6 – Leading Social Media Platforms. 62
Table 7- Counter Misinformation Solution in Homeland Security and National Security Public Safety Market ($M) by Technology Market – 2020-2026. 68
Table 8- Counter Misinformation solution in homeland Security and National security public safety Market ($M) and Compound Annual Growth Rate (%) by Technology Market – 2020, 2026. 69
Table 9- Counter Misinformation solution in homeland Security and National security public safety Market Annual Growth Rate (%) by Technology Market – 2021-2026. 69
Table 10- Counter Misinformation solution in homeland Security and National security public safety Market Share (%) by Technology Market – 2020-2026. 69
Table 11- Counter Misinformation solution in homeland Security and National security public safety Market ($M) and Cumulative Market Share (%) by Technology Market – 2020-2026. 70
Table 12 – Machine Learning Method Types. 73
Table 13 – Natural Language Processing Components. 74
Table 14 – The Structure of Machine Hearing. 76
Table 15- Counter Fake News Technology Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 83
Table 16- Counter DeepFake Technology Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 87
Table 17- Counter Misinformation solution in homeland Security and National security public safety Market ($M) by Vertical Market – 2020-2026. 91
Table 18- Counter Misinformation solution in homeland Security and National security public safety Market ($M) and Compound Annual Growth Rate (%) by Vertical Market – 2020, 2026. 92
Table 17- Counter Misinformation solution in homeland Security and National security public safety Market Annual Growth Rate (%) by Vertical Market – 2021-2026. 92
Table 20- Counter Misinformation solution in homeland Security and National security public safety Market Share (%) by Vertical Market – 2020-2026. 93
Table 21- Counter Misinformation solution in homeland Security and National security public safety Market ($M) and Cumulative Market Share (%) by Vertical Market – 2020-2026. 94
Table 22- Government Intelligence Vertical Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 95
Table 23- LEAs & First Responders Vertical Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 99
Table 24- Financial Intelligence Services Vertical Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 101
Table 25- Cyber Security Agencies Vertical Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 104
Table 26- Military & Defense Industries Vertical Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 107
Table 27- Commercial Copyrights Protection Vertical Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 109
Table 28- NA Counter Misinformation solution in homeland Security and National security public safety Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 113
Table 29-EMEA Counter Misinformation solution in homeland Security and National security public safety Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 116
Table 30- APAC Counter Misinformation solution in homeland Security and National security public safety Market Size ($M) and Annual Growth Rates (%) – 2020-2026. 119

Figures

Figure 1- Counter Misinformation solution in homeland Security and National security public safety solution Market Size ($M) – 2020-2026. 17
Figure 2- Counter Misinformation solution in homeland Security and National security public safety Market AGR (%) – 2020-2026. 17
Figure 3- Counter Misinformation solution in homeland Security and National security public safety Market ($M) by Region – 2020-2026. 18
Figure 4- Counter Misinformation solution in homeland Security and National security public safety Market ($M) by Type -2020-2026. 18
Figure 5- Counter Misinformation solution in homeland Security and National security public safety Market ($M) by Vertical Market – 2020-2026. 19
Figure 6 – Most Targeted Countries by Misinformation Campaigns (%) 20
Figure 7 – Economic Damages from Fake News by Sector, Annually (M$) 2019. 23
Figure 8- Global Counter Misinformation in Homeland Security, Public Safety, National Security Markets Organogram.. 28
Figure 9- Counter Misinformation solution in homeland Security and National security public safety Public Market Size ($M) – 2020-2026. 29
Figure 10- Counter Misinformation solution in homeland Security and National security public safety market ($M) by Region 2020-2026. 30
Figure 11- Counter Misinformation solution in homeland Security and National security public safety market ($M) by type – 2020-2026. 30
Figure 12- Counter Misinformation solution in homeland Security and National security public safety Market ($M) by Verticals – 2020-2026. 31
Figure 13 – Global Risks Landscape 2020. 42
Figure 14- Top Global Risks by Impact and Likelihood. 43
Figure 15- The Global Risks Interconnections Map 2020. 43
Figure 16- The Global Risks-Trends Interconnections Map 2019. 44
Figure 17- Global Risks 2020: A Regional Perceptive – Most Likely Global Risk. 45
Figure 18- Top 5 Risks of Doing Business in North America. 46
Figure 19 – Top 5 Risks to Doing Business in Europe. 48
Figure 20- Top 5 Risks to Doing Business in South Asia. 51
Figure 21 – Top 5 Risks to Doing Business in East Asia Pacific. 52
Figure 22- Top 5 Risks to Doing Business in Middle East and North Africa. 53
Figure 23- Top 5 Risks to Doing Business in Sub-Saharan Africa. 54
Figure 24- Top 5 Risks to Doing Business in Latin America and the Caribbean. 55
Figure 25 – Major Drug Trafficking Routes and Major Gold Mining Areas in Latin America. 56
Figure 26 – Vertical Markets and Types of Threats they Encounter 59
Figure 27 – Total Facebook Users Engagement for top 20 Election Stories 2016 (fake news vs. large media outlets) 64
Figure 28- Counter Misinformation solution in homeland Security and National security public safety Market ($M) by Technology Market – 2020-2026. 68
Figure 29- Counter Misinformation solution in homeland Security and National security public safety Market Share (%) by Technology Market – 2020-2026. 70
Figure 30- Counter Misinformation solution in homeland Security and National security public safety Market ($M) and Cumulative Market Share (%) by Technology Market 2020-2026. 71
Figure 31 – Social Media Bots Uses (examples are fictitious) 79
Figure 32 – Tips How to Spot Fake News. 82
Figure 33- Counter Fake News Technology Market Size ($M) – 2020-2026. 84
Figure 34- Counter Fake News Technology Market AGR (%) – 2020-2026. 84
Figure 35- Counter Fake News Technology Market Share (%) – 2020-2026. 85
Figure 36- Counter DeepFake Technology Market Size ($M) – 2020-2026. 88
Figure 37- Counter DeepFake Technology Market AGR (%) – 2020-2026. 88
Figure 38- Counter DeepFake Technology Market Share (%) – 2020-2026. 89
Figure 39- Counter Misinformation solution in homeland Security and National security public safety Market ($M) by Vertical Market – 2020-2026. 91
Figure 40- Counter Misinformation solution in homeland Security and National security public safety Market Share (%) by Vertical Market – 2020-2026. 93
Figure 41- Counter Misinformation solution in homeland Security and National security public safety Market ($M) and Cumulative Market Share (%) by Vertical Market 2020-2026. 94
Figure 42- Government Intelligence Vertical Market Size ($M) – 2020-2026. 96
Figure 43- Government Intelligence Vertical Market AGR (%) – 2020-2026. 96
Figure 44- Government Intelligence Agencies Vertical Market Share (%) – 2020-2026. 97
Figure 45- LEAs & First Responders Vertical Market Size ($M) – 2020-2026. 99
Figure 46- LEAs & First Responders Vertical Market AGR (%) – 2020-2026. 99
Figure 47- LEAs & First Responders Vertical Market Share (%) – 2020-2026. 100
Figure 48- Financial Intelligence Services Vertical Market Size ($M) – 2020-2026. 102
Figure 49- Financial Intelligence Services Vertical Market AGR (%) – 2020-2026. 102
Figure 50- Financial Intelligence Vertical Market Share (%) – 2020-2026. 103
Figure 51- Cyber Security Agencies Vertical Market Size ($M) – 2020-2026. 104
Figure 52- Cyber Security Agencies Vertical Market AGR (%) – 2020-2026. 105
Figure 53- Cyber Security Agencies Vertical Market Share (%) – 2020-2026. 105
Figure 54- Military & Defense Industries Vertical Market Size ($M) – 2020-2026. 107
Figure 55- Military & Defense Industries Vertical Market AGR (%) – 2020-2026. 108
Figure 56- Military & Defense Industries Vertical Market Share (%) – 2020-2026. 108
Figure 57- Commercial Copyrights Protection Vertical Market Size ($M) – 2020-2026. 110
Figure 58- Commercial Copyrights Protection Vertical Market AGR (%) – 2020-2026. 110
Figure 59- Commercial Copyrights Protection Vertical Market Share (%) – 2020-2026. 111
Figure 60- NA Counter Misinformation solution in homeland Security and National security public safety Market Size ($M) – 2020-2026. 113
Figure 61- NA Counter Misinformation solution in homeland Security and National security public safety Market AGR (%) – 2020-2026. 114
Figure 62- NA Counter Misinformation solution in homeland Security and National security public safety Market Share (%) – 2020-2026. 114
Figure 63 – Overview of EU Joint & Coordinated Action Against Disinformation. 115
Figure 64- EMEA Counter Misinformation solution in homeland Security and National security public safety Market Size ($M) – 2020-2026. 117
Figure 65- EMEA Counter Misinformation solution in homeland Security and National security public safety Market AGR (%) – 2020-2026. 117
Figure 66- EMEA Counter Misinformation solution in homeland Security and National security public safety Market Share (%) – 2020-2026. 118
Figure 67- APAC Counter Misinformation solution in homeland Security and National security public safety Market Size ($M) – 2020-2026. 120
Figure 68- APAC Counter Misinformation solution in homeland Security and National security public safety Market AGR (%) – 2020-2026. 120
Figure 69- APAC Counter Misinformation solution in homeland Security and National security public safety Market Share (%) – 2020-2026  121