FIELD OF THE DISCLOSURE

The subject disclosure generally relates to a detection of suspicious activity, and more specifically, to a detection and counteraction of player fraud in a gaming environment.

BACKGROUND

The number and extent of environments where humans interact with devices is increasing as the world continues to become more connected. However, technology has failed to keep pace with this increasingly-connected world. For example, in the context of gaming, technology for detecting player fraud and collusion has not kept pace. In large venue scenarios, the proctoring of many players in parallel may miss inputs that are digital in nature (e.g., macros, enhanced keyboard, etc.). In remote player scenarios, the capability for (unauthorized) individuals to stand-in or impersonate other players is growing but detection of such activities is nascent.

