Patent ID: 10719596

Abstract:
Methods, systems, and computer-accessible mediums are described to authenticate a user using a user's handwriting style rather than using the user's signature through adaptive handwriting challenges which are verified using the machine learning technique of a generative adversarial network. An exemplary system, method, and computer-accessible medium can include, for example, receiving at a first entity, a request for authentication of a user associated with a user identifier; sending from the first entity to the user, a first adaptive phrase; receiving at the first entity, a digital representation of a human transcription of the first adaptive phrase; performing an artificial-intelligence based comparison between the received digital representation of the human transcription of the first adaptive phrase and a user-specific computer-generated discriminator or user-specific computer-generated model of the first adaptive phrase; generating a first score based on the comparison; sending from the first entity (i) an authentication message if the first score is equal to or above a pre-determined threshold or (ii) a failure message if the first score is below a pre-determined threshold.