Fingerprint has introduced several enhancements to its fraud detection capabilities to stay ahead of evolving threats, focusing on improving user identification and reducing interference with legitimate activities. Key updates include the High Recall ID for better recognition of returning users, a new Smart Signal for detecting man-in-the-middle attacks on Android and iOS, and a Tampered Request Detection Smart Signal for Android to identify manipulated device signals. Additionally, the platform now offers beta features for detecting residential proxies and improved Smart Signal filtering in the Events Search API to streamline fraud detection processes. AI bot filtering has been implemented to maintain data quality by excluding non-human traffic, and critical updates to the mobile SDKs ensure alignment with new Apple and Google application requirements. These advancements aim to enhance the adaptability, transparency, and effectiveness of Fingerprint's solutions for detecting fraud and personalizing user experiences.