Abstract: In some implementations, a system may transmit information that identifies behavioral data to be collected by a user device in connection with completion of a digital maze via user interaction with a user device. The maze may include starting and finishing points and an authentication path therebetween. The maze may include digital landmarks, a subset of which may be along the authentication path. The system may receive the behavioral data, and may provide the behavioral data and a task identifier identifying the maze as a feature set that is input to a machine learning model. The system may receive an output from the machine learning model, and may cause a recommended action to be performed with respect to verifying an identity of a user of the user device based on the output.