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Through the registration of fake accounts, fraudsters are able to attack legitimate users and damage a brand’s value, revenue and growth. Effectively identifying and blocking these harmful users at account registration, while streamlining the process for authentic and valuable users, has become critical. \r\n<b>PHONE NUMBER DATA & ANALYTICS </b>\r\nPhone number data attributes including phone type, telecom carrier, account and device ID and IP address are evaluated to identify potential fraud risk. \r\n<b>GLOBAL FRAUD DATA CONSORTIUM </b>\r\nScore leverages two global databases to help detect and identify known fraud faster. TeleBureau™, TeleSign’s database of customer-contributed phone number reputation information & BICS Global Telco Fraud Data, a crowdsourced telco incidents database of suspicious network activity. \r\n<b>TRAFFIC PATTERN RECOGNITION & USAGE VELOCITY </b>\r\nAnomalous traffic behavior patterns and usage velocity may raise red flags. 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Customized machine learning models using customer-provided data further increase the effectiveness and accuracy of Score’s fraud detection capabilities. \r\n<b>IRSF ATTACK PREVENTION </b>\r\nAccess to international telco traffic, a global data consortium, and Score’s customized machine learning capabilities enables TeleSign to guide customers in taking the appropriate actions to prevent or reduce the impact of International Revenue Share Fraud (IRSF) – most notably, the cost. \r\n<b>EVALUATION OF CUSTOMER-PROVIDED DATA INPUTS </b>\r\nScore’s machine learning model can also evaluate unique customer-provided data inputs such as user IP address, email address, account ID, and device ID with each API request to further increase the effectiveness of risk assessments, specific to the customer’s environment. \r\n<b>ACTIONABLE RISK ASSESSMENT RECOMMENDATION </b>\r\nA data-driven risk assessment score is delivered that helps determine the appropriate action of whether to allow, block, or flag a registration or transaction. 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