Patent ID: 11881089
Assignee: NCR CORPORATION
Field: Control (Instruments)
Classification: CPC G | IPC G

Claim 18:
19. A system, comprising:
a device comprising a processor and a non-transitory computer-readable storage medium;
the non-transitory computer-readable storage medium comprises executable instructions; and
the executable instructions when executed by the processor of the device from the non-transitory computer-readable storage medium cause the processor to perform operations comprising:
obtaining past visual features associated with vehicles adjacent to transaction terminals, at least one individual present with each of the vehicles, orientations of the vehicles with respect to the transaction terminals, and any objects being held in proximity to the at least one individual;
obtaining past factors associated with metrics for brute force attacks on the transaction terminals in a predefined area;
training a Machine-Learning Model (MLM) to receive the past visual features and the past factors as input and to provide as output a confidence value as a percentage potential that a brute force attack is likely to occur;
receiving real-time video associated with a particular transaction terminal in the predefined area;
obtaining current visual features and current factors, wherein the current visual features include any vehicles currently adjacent to the particular transaction terminal, any current detected individual or individuals present with each vehicle that is currently adjacent to the particular terminal, current orientations of any current vehicles adjacent to the particular transaction terminal, and any current objects being held in proximity to any of the individuals detected as being present in each vehicle that is adjacent to the particular terminal, and wherein the current factors include current updated metrics for brute force attacks on the transaction terminals including the particular transaction terminal within the predefined area;
providing the current visual features and the current factors as input to the MLM;
receiving as output from the MLM a current confidence value; and
determining based on the current confidence value to cause a dye pack in a media cassette of the particular transaction terminal to rupture, shutting down operation of the particular transaction terminal, and sending an alert to a Financial Institution (FI) system associated with the particular transaction terminal a local law enforcement system for the predefined area.