1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Fraud Detection Software Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Cloud-based 1.2.3 On Premises 1.3 Market by Application 1.3.1 Global Fraud Detection Software Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Large Enterprises 1.3.3 SMEs 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Fraud Detection Software Market Perspective (2016-2027) 2.2 Fraud Detection Software Growth Trends by Regions 2.2.1 Fraud Detection Software Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Fraud Detection Software Historic Market Share by Regions (2016-2021) 2.2.3 Fraud Detection Software Forecasted Market Size by Regions (2022-2027) 2.3 Fraud Detection Software Industry Dynamic 2.3.1 Fraud Detection Software Market Trends 2.3.2 Fraud Detection Software Market Drivers 2.3.3 Fraud Detection Software Market Challenges 2.3.4 Fraud Detection Software Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Fraud Detection Software Players by Revenue 3.1.1 Global Top Fraud Detection Software Players by Revenue (2016-2021) 3.1.2 Global Fraud Detection Software Revenue Market Share by Players (2016-2021) 3.2 Global Fraud Detection Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Fraud Detection Software Revenue 3.4 Global Fraud Detection Software Market Concentration Ratio 3.4.1 Global Fraud Detection Software Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Fraud Detection Software Revenue in 2020 3.5 Fraud Detection Software Key Players Head office and Area Served 3.6 Key Players Fraud Detection Software Product Solution and Service 3.7 Date of Enter into Fraud Detection Software Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Fraud Detection Software Breakdown Data by Type 4.1 Global Fraud Detection Software Historic Market Size by Type (2016-2021) 4.2 Global Fraud Detection Software Forecasted Market Size by Type (2022-2027) 5 Fraud Detection Software Breakdown Data by Application 5.1 Global Fraud Detection Software Historic Market Size by Application (2016-2021) 5.2 Global Fraud Detection Software Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Fraud Detection Software Market Size (2016-2027) 6.2 North America Fraud Detection Software Market Size by Type 6.2.1 North America Fraud Detection Software Market Size by Type (2016-2021) 6.2.2 North America Fraud Detection Software Market Size by Type (2022-2027) 6.2.3 North America Fraud Detection Software Market Size by Type (2016-2027) 6.3 North America Fraud Detection Software Market Size by Application 6.3.1 North America Fraud Detection Software Market Size by Application (2016-2021) 6.3.2 North America Fraud Detection Software Market Size by Application (2022-2027) 6.3.3 North America Fraud Detection Software Market Size by Application (2016-2027) 6.4 North America Fraud Detection Software Market Size by Country 6.4.1 North America Fraud Detection Software Market Size by Country (2016-2021) 6.4.2 North America Fraud Detection Software Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Fraud Detection Software Market Size (2016-2027) 7.2 Europe Fraud Detection Software Market Size by Type 7.2.1 Europe Fraud Detection Software Market Size by Type (2016-2021) 7.2.2 Europe Fraud Detection Software Market Size by Type (2022-2027) 7.2.3 Europe Fraud Detection Software Market Size by Type (2016-2027) 7.3 Europe Fraud Detection Software Market Size by Application 7.3.1 Europe Fraud Detection Software Market Size by Application (2016-2021) 7.3.2 Europe Fraud Detection Software Market Size by Application (2022-2027) 7.3.3 Europe Fraud Detection Software Market Size by Application (2016-2027) 7.4 Europe Fraud Detection Software Market Size by Country 7.4.1 Europe Fraud Detection Software Market Size by Country (2016-2021) 7.4.2 Europe Fraud Detection Software Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Fraud Detection Software Market Size (2016-2027) 8.2 Asia-Pacific Fraud Detection Software Market Size by Type 8.2.1 Asia-Pacific Fraud Detection Software Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Fraud Detection Software Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Fraud Detection Software Market Size by Type (2016-2027) 8.3 Asia-Pacific Fraud Detection Software Market Size by Application 8.3.1 Asia-Pacific Fraud Detection Software Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Fraud Detection Software Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Fraud Detection Software Market Size by Application (2016-2027) 8.4 Asia-Pacific Fraud Detection Software Market Size by Region 8.4.1 Asia-Pacific Fraud Detection Software Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Fraud Detection Software Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Fraud Detection Software Market Size (2016-2027) 9.2 Latin America Fraud Detection Software Market Size by Type 9.2.1 Latin America Fraud Detection Software Market Size by Type (2016-2021) 9.2.2 Latin America Fraud Detection Software Market Size by Type (2022-2027) 9.2.3 Latin America Fraud Detection Software Market Size by Type (2016-2027) 9.3 Latin America Fraud Detection Software Market Size by Application 9.3.1 Latin America Fraud Detection Software Market Size by Application (2016-2021) 9.3.2 Latin America Fraud Detection Software Market Size by Application (2022-2027) 9.3.3 Latin America Fraud Detection Software Market Size by Application (2016-2027) 9.4 Latin America Fraud Detection Software Market Size by Country 9.4.1 Latin America Fraud Detection Software Market Size by Country (2016-2021) 9.4.2 Latin America Fraud Detection Software Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Fraud Detection Software Market Size (2016-2027) 10.2 Middle East & Africa Fraud Detection Software Market Size by Type 10.2.1 Middle East & Africa Fraud Detection Software Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Fraud Detection Software Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Fraud Detection Software Market Size by Type (2016-2027) 10.3 Middle East & Africa Fraud Detection Software Market Size by Application 10.3.1 Middle East & Africa Fraud Detection Software Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Fraud Detection Software Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Fraud Detection Software Market Size by Application (2016-2027) 10.4 Middle East & Africa Fraud Detection Software Market Size by Country 10.4.1 Middle East & Africa Fraud Detection Software Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Fraud Detection Software Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 ClickGUARD 11.1.1 ClickGUARD Company Details 11.1.2 ClickGUARD Business Overview 11.1.3 ClickGUARD Fraud Detection Software Introduction 11.1.4 ClickGUARD Revenue in Fraud Detection Software Business (2016-2021) 11.1.5 ClickGUARD Recent Development 11.2 D&B Credit 11.2.1 D&B Credit Company Details 11.2.2 D&B Credit Business Overview 11.2.3 D&B Credit Fraud Detection Software Introduction 11.2.4 D&B Credit Revenue in Fraud Detection Software Business (2016-2021) 11.2.5 D&B Credit Recent Development 11.3 SEON Technologies 11.3.1 SEON Technologies Company Details 11.3.2 SEON Technologies Business Overview 11.3.3 SEON Technologies Fraud Detection Software Introduction 11.3.4 SEON Technologies Revenue in Fraud Detection Software Business (2016-2021) 11.3.5 SEON Technologies Recent Development 11.4 Nice Systems 11.4.1 Nice Systems Company Details 11.4.2 Nice Systems Business Overview 11.4.3 Nice Systems Fraud Detection Software Introduction 11.4.4 Nice Systems Revenue in Fraud Detection Software Business (2016-2021) 11.4.5 Nice Systems Recent Development 11.5 IBM 11.5.1 IBM Company Details 11.5.2 IBM Business Overview 11.5.3 IBM Fraud Detection Software Introduction 11.5.4 IBM Revenue in Fraud Detection Software Business (2016-2021) 11.5.5 IBM Recent Development 11.6 ThreatMark 11.6.1 ThreatMark Company Details 11.6.2 ThreatMark Business Overview 11.6.3 ThreatMark Fraud Detection Software Introduction 11.6.4 ThreatMark Revenue in Fraud Detection Software Business (2016-2021) 11.6.5 ThreatMark Recent Development 11.7 Pipl 11.7.1 Pipl Company Details 11.7.2 Pipl Business Overview 11.7.3 Pipl Fraud Detection Software Introduction 11.7.4 Pipl Revenue in Fraud Detection Software Business (2016-2021) 11.7.5 Pipl Recent Development 11.8 Riskified 11.8.1 Riskified Company Details 11.8.2 Riskified Business Overview 11.8.3 Riskified Fraud Detection Software Introduction 11.8.4 Riskified Revenue in Fraud Detection Software Business (2016-2021) 11.8.5 Riskified Recent Development 11.9 Fiserv 11.9.1 Fiserv Company Details 11.9.2 Fiserv Business Overview 11.9.3 Fiserv Fraud Detection Software Introduction 11.9.4 Fiserv Revenue in Fraud Detection Software Business (2016-2021) 11.9.5 Fiserv Recent Development 11.10 Mavenir 11.10.1 Mavenir Company Details 11.10.2 Mavenir Business Overview 11.10.3 Mavenir Fraud Detection Software Introduction 11.10.4 Mavenir Revenue in Fraud Detection Software Business (2016-2021) 11.10.5 Mavenir Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Fraud Detection Software Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Cloud-based Table 3. Key Players of On Premises Table 4. Global Fraud Detection Software Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Fraud Detection Software Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Fraud Detection Software Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Fraud Detection Software Market Share by Regions (2016-2021) Table 8. Global Fraud Detection Software Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Fraud Detection Software Market Share by Regions (2022-2027) Table 10. Fraud Detection Software Market Trends Table 11. Fraud Detection Software Market Drivers Table 12. Fraud Detection Software Market Challenges Table 13. Fraud Detection Software Market Restraints Table 14. Global Fraud Detection Software Revenue by Players (2016-2021) & (US$ Million) Table 15. Global Fraud Detection Software Market Share by Players (2016-2021) Table 16. Global Top Fraud Detection Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Fraud Detection Software as of 2020) Table 17. Ranking of Global Top Fraud Detection Software Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Fraud Detection Software Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players Fraud Detection Software Product Solution and Service Table 21. Date of Enter into Fraud Detection Software Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global Fraud Detection Software Market Size by Type (2016-2021) (US$ Million) Table 24. Global Fraud Detection Software Revenue Market Share by Type (2016-2021) Table 25. Global Fraud Detection Software Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Fraud Detection Software Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Fraud Detection Software Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Fraud Detection Software Revenue Market Share by Application (2016-2021) Table 29. Global Fraud Detection Software Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Fraud Detection Software Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Fraud Detection Software Market Size by Type (2016-2021) (US$ Million) Table 32. North America Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Fraud Detection Software Market Size by Application (2016-2021) (US$ Million) Table 34. North America Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Fraud Detection Software Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Fraud Detection Software Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Fraud Detection Software Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Fraud Detection Software Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Fraud Detection Software Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Fraud Detection Software Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Fraud Detection Software Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Fraud Detection Software Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Fraud Detection Software Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Fraud Detection Software Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) Table 61. ClickGUARD Company Details Table 62. ClickGUARD Business Overview Table 63. ClickGUARD Fraud Detection Software Product Table 64. ClickGUARD Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 65. ClickGUARD Recent Development Table 66. D&B Credit Company Details Table 67. D&B Credit Business Overview Table 68. D&B Credit Fraud Detection Software Product Table 69. D&B Credit Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 70. D&B Credit Recent Development Table 71. SEON Technologies Company Details Table 72. SEON Technologies Business Overview Table 73. SEON Technologies Fraud Detection Software Product Table 74. SEON Technologies Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 75. SEON Technologies Recent Development Table 76. Nice Systems Company Details Table 77. Nice Systems Business Overview Table 78. Nice Systems Fraud Detection Software Product Table 79. Nice Systems Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 80. Nice Systems Recent Development Table 81. IBM Company Details Table 82. IBM Business Overview Table 83. IBM Fraud Detection Software Product Table 84. IBM Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 85. IBM Recent Development Table 86. ThreatMark Company Details Table 87. ThreatMark Business Overview Table 88. ThreatMark Fraud Detection Software Product Table 89. ThreatMark Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 90. ThreatMark Recent Development Table 91. Pipl Company Details Table 92. Pipl Business Overview Table 93. Pipl Fraud Detection Software Product Table 94. Pipl Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 95. Pipl Recent Development Table 96. Riskified Company Details Table 97. Riskified Business Overview Table 98. Riskified Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 99. Riskified Recent Development Table 100. Fiserv Company Details Table 101. Fiserv Business Overview Table 102. Fiserv Fraud Detection Software Product Table 103. Fiserv Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 104. Fiserv Recent Development Table 105. Mavenir Company Details Table 106. Mavenir Business Overview Table 107. Mavenir Fraud Detection Software Product Table 108. Mavenir Revenue in Fraud Detection Software Business (2016-2021) & (US$ Million) Table 109. Mavenir Recent Development Table 110. Research Programs/Design for This Report Table 111. Key Data Information from Secondary Sources Table 112. Key Data Information from Primary Sources List of Figures Figure 1. Global Fraud Detection Software Market Share by Type: 2020 VS 2027 Figure 2. Cloud-based Features Figure 3. On Premises Features Figure 4. Global Fraud Detection Software Market Share by Application: 2020 VS 2027 Figure 5. Large Enterprises Case Studies Figure 6. SMEs Case Studies Figure 7. Fraud Detection Software Report Years Considered Figure 8. Global Fraud Detection Software Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 9. Global Fraud Detection Software Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 10. Global Fraud Detection Software Market Share by Regions: 2020 VS 2027 Figure 11. Global Fraud Detection Software Market Share by Regions (2022-2027) Figure 12. Global Fraud Detection Software Market Share by Players in 2020 Figure 13. Global Top Fraud Detection Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Fraud Detection Software as of 2020 Figure 14. The Top 10 and 5 Players Market Share by Fraud Detection Software Revenue in 2020 Figure 15. Global Fraud Detection Software Revenue Market Share by Type (2016-2021) Figure 16. Global Fraud Detection Software Revenue Market Share by Type (2022-2027) Figure 17. North America Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 18. North America Fraud Detection Software Market Share by Type (2016-2027) Figure 19. North America Fraud Detection Software Market Share by Application (2016-2027) Figure 20. North America Fraud Detection Software Market Share by Country (2016-2027) Figure 21. United States Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 22. Canada Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Europe Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe Fraud Detection Software Market Share by Type (2016-2027) Figure 25. Europe Fraud Detection Software Market Share by Application (2016-2027) Figure 26. Europe Fraud Detection Software Market Share by Country (2016-2027) Figure 27. Germany Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 28. France Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. U.K. Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. Italy Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Russia Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Nordic Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Asia-Pacific Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific Fraud Detection Software Market Share by Type (2016-2027) Figure 35. Asia-Pacific Fraud Detection Software Market Share by Application (2016-2027) Figure 36. Asia-Pacific Fraud Detection Software Market Share by Region (2016-2027) Figure 37. China Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. Japan Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. South Korea Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Southeast Asia Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. India Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Australia Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Latin America Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America Fraud Detection Software Market Share by Type (2016-2027) Figure 45. Latin America Fraud Detection Software Market Share by Application (2016-2027) Figure 46. Latin America Fraud Detection Software Market Share by Country (2016-2027) Figure 47. Mexico Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. Brazil Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Middle East & Africa Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa Fraud Detection Software Market Share by Type (2016-2027) Figure 51. Middle East & Africa Fraud Detection Software Market Share by Application (2016-2027) Figure 52. Middle East & Africa Fraud Detection Software Market Share by Country (2016-2027) Figure 53. Turkey Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 54. Saudi Arabia Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. UAE Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. ClickGUARD Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 57. D&B Credit Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 58. SEON Technologies Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 59. Nice Systems Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 60. IBM Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 61. ThreatMark Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 62. Pipl Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 63. Riskified Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 64. Fiserv Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 65. Mavenir Revenue Growth Rate in Fraud Detection Software Business (2016-2021) Figure 66. Bottom-up and Top-down Approaches for This Report Figure 67. Data Triangulation Figure 68. Key Executives Interviewed

ClickGUARD D&B Credit SEON Technologies Nice Systems IBM ThreatMark Pipl Riskified Fiserv Mavenir