Arkose Edge is a server-side protection solution that integrates into infrastructure through an API to collect data signals and deliver risk assessments with allow, challenge, or deny recommendations. The product secures digital boundaries and API infrastructure against threats that evade browser-based security methods, including those targeting connected devices, IoT systems, and server-side applications. Arkose Edge analyzes IP addresses to identify suspicious sources and malicious traffic patterns, detects anomalies in request patterns and frequency to identify automated attacks, and uses TLS fingerprinting and protocol analysis to identify sophisticated automation. The product addresses threats including credential sharing and unauthorized access on streaming devices, spoofing and impersonation attempts to gain unauthorized network access, and programmatic attacks targeting API vulnerabilities to prevent account takeover and service abuse.