Fingerprint Launches Device Reputation Network for Android Security
/ 3 min read
Quick take - Fingerprint has launched the Device Reputation Network (DRN), a framework aimed at enhancing security and fraud prevention for Android devices by providing developers with comprehensive device information and historical data to improve predictive fraud models.
Fast Facts
- Fingerprint has launched the Device Reputation Network (DRN) to enhance security and fraud prevention for Android devices, which dominate the global smartphone market.
- The DRN allows developers to access extensive device information, including historical data on user behavior and suspicious activities over the past 30 days.
- Key features of the DRN include Regional Activity tracking, a Suspect Score indicating suspiciousness, and Timestamps for device recognition history.
- The DRN API is available at no extra cost to Fingerprint Android SDK customers, with options for higher rate limits upon request.
- By providing insights into user behavior and travel patterns, the DRN aims to improve fraud detection and prevention strategies in the growing Android ecosystem.
Fingerprint Launches Device Reputation Network (DRN)
Fingerprint, a technology company known for its expertise in device identification, has launched the Device Reputation Network (DRN). This new framework is designed to enhance security and fraud prevention specifically for Android devices.
Android Market Penetration
Android is the leading operating system globally, with significant market penetration in regions such as India, where it powers 95% of smartphones. In countries like Indonesia, Turkey, and Brazil, Android’s market share exceeds 85%. The DRN enables developers to access a comprehensive set of device information by identifying millions of Android devices each month.
Enhanced Developer Capabilities
Through the Fingerprint SDK, developers can recognize devices that may have been previously identified by other customers, enhancing their understanding of user behavior. The DRN API provides access to historical data on identified devices, including location history and past suspicious behaviors over the last 30 days. This historical insight is crucial for improving predictive fraud models and enhancing fraud prevention strategies.
The DRN API is particularly beneficial for developers in markets with a high concentration of Android smartphones. The API is available at no additional cost to all Fingerprint Android SDK customers, although it does have rate limits to prevent abuse. Users can request higher rate limits by directly contacting Fingerprint.
Key Features of the DRN
The DRN utilizes three primary global signals: Regional Activity, Suspect Score, and Timestamps.
- Regional Activity tracks the countries where a device was active in the past 30 days, providing a detailed overview of user activity levels.
- Origin Detector identifies a device’s location without requiring user geolocation permissions.
- IP Detector assigns a country code based on the device’s IP address, which may also reflect a VPN exit node if applicable. This data can help pinpoint unusual travel patterns and suspicious behavior.
The Suspect Score is a key component of the DRN, offering a weighted representation of Smart Signals that indicates the level of suspicious activity associated with a device. This score includes minimum and maximum values captured over the last month, with the maximum percentile reflecting how a device’s suspiciousness compares to others within the network. Timestamps provide critical information, detailing the first and last instances a device was recognized on the Fingerprint network.
The DRN API empowers developers by delivering valuable insights into users, even those visiting their applications for the first time. By revealing travel patterns and aggregated suspicion levels, the DRN aims to significantly bolster efforts in fraud detection and prevention, particularly within the rapidly expanding Android ecosystem.
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