Table of Content

1 INTRODUCTION 53
1.1 INTRODUCTION TO COVID-19 53
1.2 COVID-19 HEALTH ASSESSMENT 53
FIGURE 1 COVID-19: GLOBAL PROPAGATION 53
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 54
1.3 COVID-19 ECONOMIC ASSESSMENT 55
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 55
1.3.1 COVID-19 ECONOMIC IMPACT?SCENARIO ASSESSMENT 56
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 56
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 57
1.4 OBJECTIVES OF THE STUDY 58
1.5 MARKET DEFINITION 58
1.5.1 INCLUSIONS AND EXCLUSIONS 59
1.6 MARKET SCOPE 60
1.6.1 MARKET SEGMENTATION 60
1.6.2 YEARS CONSIDERED FOR THE STUDY 61
1.7 CURRENCY CONSIDERED 61
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2016–2020 61
1.8 STAKEHOLDERS 61
1.9 SUMMARY OF CHANGES 62

2 RESEARCH METHODOLOGY 63
2.1 RESEARCH DATA 63
FIGURE 6 BIG DATA SECURITY MARKET: RESEARCH DESIGN 63
2.1.1 SECONDARY DATA 64
2.1.1.1 Vendor selection and evaluation 64
TABLE 2 BIG DATA SECURITY MARKET ECOSYSTEM: VENDOR SELECTION AND EVALUATION CRITERIA (INDICATIVE SAMPLE) 64
TABLE 3 REVENUE AND SHARE ESTIMATES FOR SELECTED VENDORS IN BIG DATA SECURITY MARKET (INDICATIVE SAMPLE) 65
2.1.1.2 Geographic analysis 66
TABLE 4 SECONDARY DATA SAMPLE: COUNTRIES BEST PREPARED FOR CYBER ATTACKS 66
2.1.1.3 Analysis of Industry Trends 67
FIGURE 7 SECONDARY DATA SAMPLE: RISK DENSITY INDICATORS – NETWORK VULNERABILITIES VS. APPLICATION VULNERABILITIES 67
2.1.2 PRIMARY DATA 67
2.1.2.1 Breakup of primaries 68
2.1.2.2 Key industry insights 68
2.2 MARKET BREAKUP AND DATA TRIANGULATION 69
2.3 MARKET SIZE ESTIMATION 70
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY?APPROACH 1 (SUPPLY SIDE): REVENUE FROM SOFTWARE AND SERVICES OF BIG DATA SECURITY VENDORS 70
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY?APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE AND SERVICES OF BIG DATA SECURITY VENDORS 70
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY?APPROACH 3, ILLUSTRATION OF COMPANY REVENUE ESTIMATION 71
2.4 MARKET FORECAST 72
TABLE 5 FACTOR ANALYSIS 72
2.5 COMPANY EVALUATION QUADRANT METHODOLOGY 73
FIGURE 11 COMPANY EVALUATION QUADRANT: CRITERIA WEIGHTAGE 73
2.6 STARTUP/SME EVALUATION QUADRANT METHODOLOGY 74
FIGURE 12 STARTUP/SME EVALUATION QUADRANT: CRITERIA WEIGHTAGE 74
2.7 ASSUMPTIONS FOR THE STUDY 75
2.8 LIMITATIONS OF THE STUDY 76

3 EXECUTIVE SUMMARY 77
TABLE 6 TYPES OF BIG DATA 77
FIGURE 13 COVID-19 PANDEMIC TO MODERATELY IMPACT MARKET GROWTH DURING FORECAST PERIOD 78
TABLE 7 BIG DATA SECURITY MARKET SIZE AND GROWTH RATE, 2014–2019 79
TABLE 8 POST-COVID-19: BIG DATA SECURITY MARKET SIZE AND GROWTH RATE, 2020–2026 79
FIGURE 14 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020 79

4 PREMIUM INSIGHTS 80
4.1 ATTRACTIVE OPPORTUNITIES IN BIG DATA SECURITY MARKET 80
FIGURE 15 CONSTANTLY EVOLVING AND INCREASING CYBER ATTACKS TO STEADILY PUSH DEMAND FOR BIG DATA SECURITY OFFERINGS 80
4.2 BIG DATA SECURITY MARKET, MARKET SHARE OF TOP THREE VERTICALS AND REGIONS, 2020 81
FIGURE 16 IT AND ITES SEGMENT AND NORTH AMERICA TO HOLD HIGHEST MARKET SHARES IN 2020 81
4.3 BIG DATA SECURITY MARKET, BY COMPONENT, 2020-2026 81
FIGURE 17 SOFTWARE SEGMENT TO HOLD HIGHER MARKET SHARE DURING FORECAST PERIOD 81
4.4 BIG DATA SECURITY MARKET, BY SOFTWARE, 2020-2026 82
FIGURE 18 DATA ENCRYPTION, TOKENIZATION, AND MASKING SEGMENT TO HOLD HIGHEST MARKET SHARE DURING FORECAST PERIOD 82
4.5 BIG DATA SECURITY MARKET, BY DEPLOYMENT MODE, 2020-2026 82
FIGURE 19 CLOUD SEGMENT TO HOLD HIGHER MARKET SHARE DURING FORECAST PERIOD 82
4.6 BIG DATA SECURITY MARKET, BY ORGANIZATION SIZE, 2020 83
FIGURE 20 LARGE ENTERPRISES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020 83

5 MARKET OVERVIEW AND INDUSTRY TRENDS 84
5.1 INTRODUCTION 84
5.2 MARKET DYNAMICS 84
FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: BIG DATA SECURITY MARKET 84
5.2.1 DRIVERS 85
5.2.1.1 Increasing focus on data discovery solutions and the centralization of key management to strengthen big data security 85
5.2.1.2 Rising cyberattacks demand for scalable big data security solutions 85
5.2.1.3 Accretion in BYOD trends to boost the demand for big data cloud security 86
5.2.2 RESTRAINT 86
5.2.2.1 Low big data security budget and high installation cost 86
5.2.3 OPPORTUNITIES 87
5.2.3.1 Adoption of AI-and ML-based applications to increase the demand for big data security solutions 87
5.2.3.2 Growing demand for big data from SMEs 87
5.2.4 CHALLENGES 88
5.2.4.1 Discovering sensitive data at scale during data ingestion 88
5.2.4.2 Lack of security expertise and skilled personnel 88
5.3 MARKET DYNAMICS DURING COVID-19 OUTBREAK 89
5.3.1 DRIVERS AND OPPORTUNITIES 89
5.3.2 RESTRAINTS AND CHALLENGES 90
5.4 VALUE CHAIN ANALYSIS 91
FIGURE 22 VALUE CHAIN ANALYSIS: BIG DATA SECURITY MARKET 92
TABLE 9 BIG DATA SECURITY: SUPPLY CHAIN ANALYSIS 92
5.5 USE CASES 93
TABLE 10 GLOBAL BIG DATA SECURITY MARKET USE CASES 93
5.6 BIG DATA SECURITY MARKET ECOSYSTEM 94
FIGURE 23 BIG DATA SECURITY MARKET ECOSYSTEM 95
TABLE 11 KEY COMPONENTS OF BIG DATA SECURITY FRAMEWORK 95
5.7 PORTER’S FIVE FORCES ANALYSIS 97
FIGURE 24 PORTER’S FIVE FORCES ANALYSIS: BIG DATA SECURITY MARKET 97
TABLE 12 PORTER’S FIVE FORCES IMPACT ANALYSIS 97
5.7.1 THREAT FROM NEW ENTRANTS 98
5.7.2 THREAT OF SUBSTITUTES 98
5.7.3 BARGAINING POWER OF SUPPLIERS 98
5.7.4 BARGAINING POWER OF BUYERS 99
5.7.5 INTENSITY OF COMPETITIVE RIVALRY 99
5.8 TECHNOLOGY ANALYSIS 99
5.8.1 USER AND ENTITY BEHAVIOR ANALYTICS AND BIG DATA SECURITY FRAMEWORK 100
5.8.2 TOKENIZATION AND BIG DATA SECURITY FRAMEWORK 100
5.8.3 ARTIFICIAL INTELLIGENCE (AI) AND BIG DATA SECURITY FRAMEWORK 101
5.8.4 BLOCKCHAIN AND BIG DATA SECURITY FRAMEWORK 102
5.8.5 DATA LAKES AND BIG DATA SECURITY FRAMEWORK 102
5.9 PRICING MODEL ANALYSIS 103
5.10 REVENUE SHIFT – YC/YCC SHIFT FOR BIG DATA SECURITY MARKET 104
FIGURE 25 BIG DATA SECURITY MARKET: YC/YCC SHIFT 104
5.11 PATENT ANALYSIS 105
TABLE 13 PATENT INFORMATION, BY APPLICANTS - 2020 105
FIGURE 26 PATENT GRANTED YEAR-WISE, BY COUNT 106
TABLE 14 NUMBER OF PATENTS, BY TOP 15 PATENT OWNERS 106

6 BIG DATA SECURITY MARKET, BY COMPONENT 108
6.1 INTRODUCTION 109
FIGURE 27 SOFTWARE SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 109
6.1.1 MARKET ESTIMATES AND FORECASTS, BY COMPONENT, 2014–2026 109
TABLE 15 BIG DATA SECURITY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 109
TABLE 16 POST-COVID-19: BIG DATA SECURITY MARKET SIZE, BY COMPONENT,
2019–2026 (USD MILLION) 109
6.2 SOFTWARE 110
6.2.1 SOFTWARE: BIG DATA SECURITY MARKET DRIVERS 110
6.2.2 SOFTWARE: COVID-19 IMPACT 110
6.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 111
TABLE 17 SOFTWARE: BIG DATA SECURITY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 111
TABLE 18 SOFTWARE: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 111
6.3 SERVICES 111
6.3.1 SERVICES: BIG DATA SECURITY MARKET DRIVERS 112
6.3.2 SERVICES: COVID-19 IMPACT 112
6.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 112
TABLE 19 SERVICES: BIG DATA SECURITY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 112
TABLE 20 SERVICES: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY REGION, 2019–2026 (USD MILLION) 113
7 BIG DATA SECURITY MARKET, BY SOFTWARE 114
7.1 INTRODUCTION 115
FIGURE 28 DATA ENCRYPTION, TOKENIZATION, AND MASKING SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 115
7.1.1 MARKET ESTIMATES AND FORECASTS, BY SOFTWARE, 2014–2026 115
TABLE 21 BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2014–2019 (USD MILLION) 115
TABLE 22 POST-COVID-19: BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2019–2026 (USD MILLION) 116
7.2 DATA DISCOVERY AND CLASSIFICATION 116
7.2.1 DATA DISCOVERY AND CLASSIFICATION: BIG DATA SECURITY MARKET DRIVERS 116
7.2.2 DATA DISCOVERY AND CLASSIFICATION: COVID-19 IMPACT 117
7.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 117
TABLE 23 BIG DATA SECURITY MARKET SIZE FOR DATA DISCOVERY AND CLASSIFICATION, BY REGION, 2014–2019 (USD MILLION) 117
TABLE 24 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR DATA DISCOVERY AND CLASSIFICATION, BY REGION, 2019–2026 (USD MILLION) 117
7.3 DATA AUTHORIZATION AND ACCESS 118
7.3.1 DATA AUTHORIZATION AND ACCESS: BIG DATA SECURITY MARKET DRIVERS 118
7.3.2 DATA AUTHORIZATION AND ACCESS: COVID-19 IMPACT 118
7.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 118
TABLE 25 BIG DATA SECURITY MARKET SIZE FOR DATA AUTHORIZATION AND ACCESS, BY REGION, 2014–2019 (USD MILLION) 118
TABLE 26 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR DATA AUTHORIZATION AND ACCESS, BY REGION, 2019–2026 (USD MILLION) 119
7.4 DATA ENCRYPTION, TOKENIZATION, AND MASKING 119
7.4.1 DATA ENCRYPTION, TOKENIZATION, AND MASKING: BIG DATA SECURITY MARKET DRIVERS 120
7.4.2 DATA ENCRYPTION, TOKENIZATION, AND MASKING: COVID-19 IMPACT 120
7.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 120
TABLE 27 BIG DATA SECURITY MARKET SIZE FOR DATA ENCRYPTION, TOKENIZATION, AND MASKING, BY REGION, 2014–2019 (USD MILLION) 120
TABLE 28 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR DATA ENCRYPTION, TOKENIZATION, AND MASKING, BY REGION, 2019–2026 (USD MILLION) 120
7.5 DATA AUDITING AND MONITORING 121
7.5.1 DATA AUDITING AND MONITORING: BIG DATA SECURITY MARKET DRIVERS 121
7.5.2 DATA AUDITING AND MONITORING: COVID-19 IMPACT 121
7.5.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 121
TABLE 29 BIG DATA SECURITY MARKET SIZE FOR DATA AUDITING AND MONITORING,
BY REGION, 2014–2019 (USD MILLION) 121
TABLE 30 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR DATA AUDITING AND MONITORING, BY REGION, 2019–2026 (USD MILLION) 122
7.6 DATA GOVERNANCE AND COMPLIANCE 122
7.6.1 DATA GOVERNANCE AND COMPLIANCE: BIG DATA SECURITY MARKET DRIVERS 123
7.6.2 DATA GOVERNANCE AND COMPLIANCE: COVID-19 IMPACT 123
7.6.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 123
TABLE 31 BIG DATA SECURITY MARKET SIZE FOR DATA GOVERNANCE AND COMPLIANCE, BY REGION, 2014–2019 (USD MILLION) 123
TABLE 32 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR DATA GOVERNANCE AND COMPLIANCE, BY REGION, 2019–2026 (USD MILLION) 123
7.7 DATA SECURITY ANALYTICS 124
7.7.1 DATA SECURITY ANALYTICS: BIG DATA SECURITY MARKET DRIVERS 124
7.7.2 DATA SECURITY ANALYTICS: COVID-19 IMPACT 124
7.7.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 125
TABLE 33 BIG DATA SECURITY MARKET SIZE FOR DATA SECURITY ANALYTICS,
BY REGION, 2014–2019 (USD MILLION) 125
TABLE 34 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR DATA SECURITY ANALYTICS, BY REGION, 2019–2026 (USD MILLION) 125
7.8 DATA BACKUP AND RECOVERY 125
7.8.1 DATA BACKUP AND RECOVERY: BIG DATA SECURITY MARKET DRIVERS 126
7.8.2 DATA BACKUP AND RECOVERY: COVID-19 IMPACT 126
7.8.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 126
TABLE 35 BIG DATA SECURITY MARKET SIZE FOR DATA BACKUP AND RECOVERY,
BY REGION, 2014–2019 (USD MILLION) 126
TABLE 36 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR DATA BACKUP AND RECOVERY, BY REGION, 2019–2026 (USD MILLION) 126

8 BIG DATA SECURITY MARKET, BY DEPLOYMENT MODE 127
8.1 INTRODUCTION 128
FIGURE 29 CLOUD SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 128
8.1.1 MARKET ESTIMATES AND FORECASTS, BY DEPLOYMENT MODE, 2014–2026 128
TABLE 37 BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 128
TABLE 38 POST-COVID-19: BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 128
8.2 CLOUD 129
8.2.1 CLOUD: BIG DATA SECURITY MARKET DRIVERS 129
8.2.2 CLOUD: COVID-19 IMPACT 129
8.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 129
TABLE 39 BIG DATA SECURITY MARKET SIZE FOR CLOUD, BY REGION,
2014–2019 (USD MILLION) 129
TABLE 40 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR CLOUD, BY REGION, 2019–2026 (USD MILLION) 130
8.3 ON-PREMISES 130
8.3.1 ON-PREMISES: BIG DATA SECURITY MARKET DRIVERS 130
8.3.2 ON-PREMISES: COVID-19 IMPACT 131
8.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 131
TABLE 41 BIG DATA SECURITY MARKET SIZE FOR ON-PREMISES, BY REGION,
2014–2019 (USD MILLION) 131
TABLE 42 POST-COVID-19 BIG DATA SECURITY MARKET SIZE FOR ON-PREMISES,
BY REGION, 2019–2026 (USD MILLION) 131

9 BIG DATA SECURITY MARKET, BY ORGANIZATION SIZE 132
9.1 INTRODUCTION 133
FIGURE 30 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE DURING FORECAST PERIOD 133
9.1.1 MARKET ESTIMATES AND FORECASTS, BY ORGANIZATION SIZE, 2014–2026 133
TABLE 43 BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 133
TABLE 44 POST-COVID-19: BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 133
9.2 LARGE ENTERPRISES 134
9.2.1 LARGE ENTERPRISES: BIG DATA SECURITY MARKET DRIVERS 134
9.2.2 LARGE ENTERPRISES: COVID-19 IMPACT 134
9.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 135
TABLE 45 BIG DATA SECURITY MARKET SIZE FOR LARGE ENTERPRISES, BY REGION, 2014–2019 (USD MILLION) 135
TABLE 46 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR LARGE ENTERPRISES, BY REGION, 2019–2026 (USD MILLION) 135
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 135
9.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES: BIG DATA SECURITY MARKET DRIVERS 136
9.3.2 SMALL AND MEDIUM-SIZED ENTERPRISES: COVID-19 IMPACT 136
9.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 136
TABLE 47 BIG DATA SECURITY MARKET SIZE FOR SMALL- AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2014–2019 (USD MILLION) 136
TABLE 48 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2019–2026 (USD MILLION) 137

10 BIG DATA SECURITY MARKET, BY VERTICAL 138
10.1 INTRODUCTION 139
FIGURE 31 IT AND ITES VERTICAL TO DOMINATE MARKET DURING FORECAST PERIOD 139
10.1.1 MARKET ESTIMATES AND FORECASTS, BY VERTICAL, 2014–2026 139
TABLE 49 BIG DATA SECURITY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 139
TABLE 50 POST-COVID-19: BIG DATA SECURITY MARKET SIZE, BY VERTICAL,
2019–2026 (USD MILLION) 140
10.2 INFORMATION TECHNOLOGY AND INFORMATION TECHNOLOGY-ENABLED SERVICES 140
10.2.1 IT AND ITES: BIG DATA SECURITY MARKET DRIVERS 140
10.2.2 IT AND ITES: COVID-19 IMPACT 140
10.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 141
TABLE 51 BIG DATA SECURITY MARKET SIZE FOR IT AND ITES, BY REGION,
2014–2019 (USD MILLION) 141
TABLE 52 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR IT AND ITES,
BY REGION, 2019–2026 (USD MILLION) 141
10.3 TELECOMMUNICATIONS 141
10.3.1 TELECOMMUNICATIONS: BIG DATA SECURITY MARKET DRIVERS 142
10.3.2 TELECOMMUNICATIONS: COVID-19 IMPACT 142
10.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 142
TABLE 53 BIG DATA SECURITY MARKET SIZE FOR TELECOMMUNICATIONS, BY REGION, 2014–2019 (USD MILLION) 142
TABLE 54 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR TELECOMMUNICATIONS, BY REGION, 2019–2026 (USD MILLION) 143
10.4 HEALTHCARE AND SOCIAL ASSISTANCE 143
10.4.1 HEALTHCARE AND SOCIAL ASSISTANCE: BIG DATA SECURITY MARKET DRIVERS 143
10.4.2 HEALTHCARE AND SOCIAL ASSISTANCE: COVID-19 IMPACT 144
10.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 144
TABLE 55 BIG DATA SECURITY MARKET SIZE FOR HEALTHCARE AND SOCIAL ASSISTANCE, BY REGION, 2014–2019 (USD MILLION) 144
TABLE 56 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR HEALTHCARE AND SOCIAL ASSISTANCE, BY REGION, 2019–2026 (USD MILLION) 144
10.5 FINANCE AND INSURANCE 145
10.5.1 FINANCE AND INSURANCE: BIG DATA SECURITY MARKET DRIVERS 145
10.5.2 FINANCE AND INSURANCE: COVID-19 IMPACT 145
10.5.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 146
TABLE 57 BIG DATA SECURITY MARKET SIZE FOR FINANCE AND INSURANCE,
BY REGION, 2014–2019 (USD MILLION) 146
TABLE 58 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR FINANCE AND INSURANCE, BY REGION, 2019–2026 (USD MILLION) 146
10.6 RETAIL TRADE 146
10.6.1 RETAIL TRADE: BIG DATA SECURITY MARKET DRIVERS 147
10.6.2 RETAIL TRADE: COVID-19 IMPACT 147
10.6.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 147
TABLE 59 BIG DATA SECURITY MARKET SIZE FOR RETAIL TRADE, BY REGION,
2014–2019 (USD MILLION) 147
TABLE 60 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR RETAIL TRADE,
BY REGION, 2019–2026 (USD MILLION) 148
10.7 UTILITIES 148
10.7.1 UTILITIES: BIG DATA SECURITY MARKET DRIVERS 148
10.7.2 UTILITIES: COVID-19 IMPACT 149
10.7.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 149
TABLE 61 BIG DATA SECURITY MARKET SIZE FOR UTILITIES, BY REGION,
2014–2019 (USD MILLION) 149
TABLE 62 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR UTILITIES, BY REGION, 2019–2026 (USD MILLION) 149
10.8 OTHER VERTICALS 150
10.8.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 150
TABLE 63 BIG DATA SECURITY MARKET SIZE FOR OTHER VERTICALS, BY REGION, 2014–2019 (USD MILLION) 150
TABLE 64 POST-COVID-19: BIG DATA SECURITY MARKET SIZE FOR OTHER VERTICALS, BY REGION, 2019–2026 (USD MILLION) 150

11 BIG DATA SECURITY MARKET, BY REGION 151
11.1 INTRODUCTION 152
TABLE 65 GLOBAL ATTACK TYPES AND SOURCES 152
FIGURE 32 BIG DATA SECURITY MARKET, BY REGION, CAGR (2020–2026) 153
11.1.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 153
TABLE 66 BIG DATA SECURITY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 153
TABLE 67 POST-COVID-19, BIG DATA SECURITY MARKET SIZE, BY REGION,
2019–2026 (USD MILLION) 153
11.2 NORTH AMERICA 154
11.2.1 NORTH AMERICA: BIG DATA SECURITY MARKET DRIVERS 154
11.2.2 NORTH AMERICA: COVID-19 IMPACT 154
11.2.3 NORTH AMERICA: REGULATORY LANDSCAPE 155
FIGURE 33 NORTH AMERICA: MARKET SNAPSHOT 156
11.2.4 NORTH AMERICA: MARKET ESTIMATES AND FORECASTS, BY COMPONENT, 2014–2026 156
TABLE 68 NORTH AMERICA: BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 156
TABLE 69 NORTH AMERICA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 157
11.2.5 NORTH AMERICA: MARKET ESTIMATES AND FORECASTS, BY SOFTWARE, 2014–2026 157
TABLE 70 NORTH AMERICA: BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2014–2019 (USD MILLION) 157
TABLE 71 NORTH AMERICA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY SOFTWARE, 2019–2026 (USD MILLION) 158
11.2.6 NORTH AMERICA: MARKET ESTIMATES AND FORECASTS, BY DEPLOYMENT MODE, 2014–2026 158
TABLE 72 NORTH AMERICA: BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 158
TABLE 73 NORTH AMERICA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 158
11.2.7 NORTH AMERICA: MARKET ESTIMATES AND FORECASTS, BY ORGANIZATION SIZE, 2014–2026 159
TABLE 74 NORTH AMERICA: BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 159
TABLE 75 NORTH AMERICA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 159
11.2.8 NORTH AMERICA: MARKET ESTIMATES AND FORECASTS, BY VERTICAL, 2014–2026 159
TABLE 76 NORTH AMERICA: BIG DATA SECURITY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 159
TABLE 77 NORTH AMERICA: POST-COVID BIG DATA SECURITY MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 160
11.2.9 NORTH AMERICA: MARKET ESTIMATES AND FORECASTS, BY COUNTRY, 2014–2026 160
TABLE 78 NORTH AMERICA: BIG DATA SECURITY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 160
TABLE 79 NORTH AMERICA: POST COVID-19 BIG DATA SECURITY MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 160
11.2.9.1 United States 161
11.2.9.1.1 United States: market estimates and forecasts, by component, 2014–2026 161
TABLE 80 UNITED STATES: BIG DATA SECURITY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 161
TABLE 81 UNITED STATES: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 161
11.2.9.1.2 United States: Market Estimates and Forecasts, By Software, 2014–2026 162
TABLE 82 UNITED STATES: BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2014–2019 (USD MILLION) 162
TABLE 83 UNITED STATES: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY SOFTWARE, 2019–2026 (USD MILLION) 162
11.2.9.1.3 United States: market estimates and forecasts, by deployment mode, 2014–2026 163
TABLE 84 UNITED STATES: BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 163
TABLE 85 UNITED STATES: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 163
11.2.9.1.4 United States: market estimates and forecasts, by organization size, 2014–2026 163
TABLE 86 UNITED STATES: BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 163
TABLE 87 UNITED STATES: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 164
11.2.9.1.5 United States: Market Estimates and Forecasts, By Vertical, 2014–2026 164
TABLE 88 UNITED STATES: BIG DATA SECURITY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 164
TABLE 89 UNITED STATES: POST-COVID, BIG DATA SECURITY MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 165
11.2.9.2 Canada 165
11.2.9.2.1 Canada: Market Estimates and Forecasts, By Component, 2014–2026 165
TABLE 90 CANADA: BIG DATA SECURITY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 165
TABLE 91 CANADA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 166
11.2.9.2.2 Canada: Market Estimates and Forecasts, By Software, 2014–2026 166
TABLE 92 CANADA: BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2014–2019 (USD MILLION) 166
TABLE 93 CANADA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY SOFTWARE , 2019–2026 (USD MILLION) 167
11.2.9.2.3 Canada: Market Estimates and Forecasts, By Deployment Mode, 2014–2026 167
TABLE 94 CANADA: BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION) 167
TABLE 95 CANADA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 167
11.2.9.2.4 Canada: Market Estimates and Forecasts, By Organization Size, 2014–2026 168
TABLE 96 CANADA: BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 168
TABLE 97 CANADA: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 168
11.2.9.2.5 Canada: Market Estimates and Forecasts, By Vertical, 2014–2026 168
TABLE 98 CANADA: BIG DATA SECURITY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 168
TABLE 99 CANADA: POST-COVID, BIG DATA SECURITY MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 169
11.3 EUROPE 169
11.3.1 EUROPE: BIG DATA SECURITY MARKET DRIVERS 169
11.3.2 EUROPE: COVID-19 IMPACT 170
11.3.3 EUROPE: REGULATORY LANDSCAPE 170
11.3.4 EUROPE: MARKET ESTIMATES AND FORECASTS, BY COMPONENT,
2014–2026 171
TABLE 100 EUROPE: BIG DATA SECURITY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 171
TABLE 101 EUROPE: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 171
11.3.5 EUROPE: MARKET ESTIMATES AND FORECASTS, BY SOFTWARE, 2014–2026 172
TABLE 102 EUROPE: BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2014–2019 (USD MILLION) 172
TABLE 103 EUROPE: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY SOFTWARE, 2019–2026 (USD MILLION) 172
11.3.6 EUROPE: MARKET ESTIMATES AND FORECASTS, BY DEPLOYMENT MODE, 2014–2026 173
TABLE 104 EUROPE: BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION) 173
TABLE 105 EUROPE: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 173
11.3.7 EUROPE: MARKET ESTIMATES AND FORECASTS, BY ORGANIZATION SIZE, 2014–2026 173
TABLE 106 EUROPE: BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 173
TABLE 107 EUROPE: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 174
11.3.8 EUROPE: MARKET ESTIMATES AND FORECASTS, BY VERTICAL, 2014–2026 174
TABLE 108 EUROPE: BIG DATA SECURITY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 174
TABLE 109 EUROPE: POST-COVID, BIG DATA SECURITY MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 175
11.3.9 EUROPE: MARKET ESTIMATES AND FORECASTS, BY COUNTRY, 2014–2026 175
TABLE 110 EUROPE: BIG DATA SECURITY MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 175
TABLE 111 EUROPE: POST COVID-19, BIG DATA SECURITY MARKET SIZE, BY COUNTRY, 2019–2026 (USD MILLION) 176
11.3.9.1 United Kingdom 176
11.3.9.1.1 United Kingdom: Market Estimates and Forecasts, By Component, 2014–2026 176
TABLE 112 UNITED KINGDOM: BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 176
TABLE 113 UNITED KINGDOM: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 177
11.3.9.1.2 United Kingdom: market estimates and forecasts, by software, 2014–2026 177
TABLE 114 UNITED KINGDOM: BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2014–2019 (USD MILLION) 177
TABLE 115 UNITED KINGDOM: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY SOFTWARE, 2019–2026 (USD MILLION) 178
11.3.9.1.3 United Kingdom: market estimates and forecasts, by deployment mode, 2014–2026 178
TABLE 116 UNITED KINGDOM: BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 178
TABLE 117 UNITED KINGDOM: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 178
11.3.9.1.4 United Kingdom: market estimates and forecasts, by organization size, 2014–2026 179
TABLE 118 UNITED KINGDOM: BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 179
TABLE 119 UNITED KINGDOM: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2026 (USD MILLION) 179
11.3.9.1.5 United Kingdom: Market Estimates and Forecasts, By Vertical, 2014–2026 179
TABLE 120 UNITED KINGDOM: BIG DATA SECURITY MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 179
TABLE 121 UNITED KINGDOM: POST-COVID, BIG DATA SECURITY MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION) 180
11.3.9.2 Germany 180
11.3.9.2.1 Germany: Market Estimates and Forecasts, By Component, 2014–2026 180
TABLE 122 GERMANY: BIG DATA SECURITY MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 180
TABLE 123 GERMANY: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY COMPONENT, 2019–2026 (USD MILLION) 181
11.3.9.2.2 Germany: Market Estimates and Forecasts, By Software, 2014–2026 181
TABLE 124 GERMANY: BIG DATA SECURITY MARKET SIZE, BY SOFTWARE,
2014–2019 (USD MILLION) 181
TABLE 125 GERMANY: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY SOFTWARE, 2019–2026 (USD MILLION) 182
11.3.9.2.3 Germany: Market Estimates and Forecasts, By Deployment Mode, 2014–2026 182
TABLE 126 GERMANY: BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 182
TABLE 127 GERMANY: POST-COVID-19 BIG DATA SECURITY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2026 (USD MILLION) 182
11.3.9.2.4 Germany: Market Estimates and Forecasts, By Organization Size, 2014–2026 183
TABLE 128 GERMANY: BIG DATA SECURITY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 183
TABLE 129 GERMANY: POST-COVID-19 BIG DATA SECURITY MARKET SIZE,