Behavioral biometrics is a field of study that focuses on the unique patterns of behavior exhibited by individuals, such as typing patterns, gait analysis, voice recognition, and mouse movements. These behavioral traits can be used as a form of biometric authentication, enabling secure access to devices, systems, and data. Behavioral biometrics offer an additional layer of security compared to traditional biometric methods like fingerprint or facial recognition, as these traits are difficult to duplicate or imitate. This research area continues to evolve with advancements in technology and the need for stronger authentication methods in cybersecurity.