One key component is the Shape Defense Engine. It sends telemetry to the Shape AI Cloud, a highly secure data system where machine learning algorithms analyze the data to detect patterns of automation and broader fraud. This analysis then generates new rules for bot detection, continuously improving the system's ability to identify and mitigate threats. Shape AI Cloud also offers security intelligence reports, providing users with valuable insights into the security posture of their applications. To manage and monitor the Shape system, some rely on the Shape Protection Manager (SPM), a web console that offers deployment, configuration, and monitoring tools. It allows users' teams to delve into attack traffic, observe attack patterns, track targeted paths, and identify spoofed browsers and IP addresses.
F5 Shape Security’s system operates through four main components, each playing a crucial role in its functionality. At the heart of the system is the Shape Defense Engine, a powerful reverse proxy that processes incoming traffic and applies real-time rules for bot detection. It serves Shape's JavaScript for browsers and mobile devices, allowing it to collect valuable client signals. These are then collected through JavaScript with sophisticated obfuscation techniques, providing insights into user behavior and environmental data, which are attached to HTTP requests sent to protected resources. The requests and signal data are then routed through the Shape Defense Engine for analysis, determining whether the request is from a human or a bot. Hope this helps!
What is Fraud Detection and Prevention? It wasn’t that long ago that fraud detection and prevention involved reviewing a fair bit of historical data analysis. Data scientists would be poring over tons of credit card records in order to spot fraudulent (or with luck, potentially fraudulent) activity.
Fast forward to today and we see fraud detection systems depend on catching and stopping fraud the second it’s spotted or even before it actually occurs. Automated solutions for fraud...
One key component is the Shape Defense Engine. It sends telemetry to the Shape AI Cloud, a highly secure data system where machine learning algorithms analyze the data to detect patterns of automation and broader fraud. This analysis then generates new rules for bot detection, continuously improving the system's ability to identify and mitigate threats. Shape AI Cloud also offers security intelligence reports, providing users with valuable insights into the security posture of their applications. To manage and monitor the Shape system, some rely on the Shape Protection Manager (SPM), a web console that offers deployment, configuration, and monitoring tools. It allows users' teams to delve into attack traffic, observe attack patterns, track targeted paths, and identify spoofed browsers and IP addresses.
F5 Shape Security’s system operates through four main components, each playing a crucial role in its functionality. At the heart of the system is the Shape Defense Engine, a powerful reverse proxy that processes incoming traffic and applies real-time rules for bot detection. It serves Shape's JavaScript for browsers and mobile devices, allowing it to collect valuable client signals. These are then collected through JavaScript with sophisticated obfuscation techniques, providing insights into user behavior and environmental data, which are attached to HTTP requests sent to protected resources. The requests and signal data are then routed through the Shape Defense Engine for analysis, determining whether the request is from a human or a bot. Hope this helps!