Shape Security (now part of F5) uses behavioral biometrics and advanced device fingerprinting to detect bot traffic.
The platform analyzes how users interact with web applications through mouse movements, keystrokes, and other behavioral patterns. It creates a digital fingerprint unique to each user and device.