Isltme LLC

Buyaladdin.com, Inc.

Theodore Aaron Einstein

Tereza Manukian

Boris Mocialov

Curtis Robert Dery

Arben Kane

Jin Hwan Park

A method for facilitating accurate user authentication includes initiating an authentication session for a user for an authentication instance associated with the user, identifying an authentication prompt for the authenticating of the user for the authentication instance based on the initiating, transmitting the authentication prompt to a user device associated with the user, obtaining an environment data associated with an environment of the user device based on the authentication prompt, obtaining a geolocation data associated with a geolocation of the user device based on the authentication prompt, analyzing the environment data using a machine learning model, generating an authentication status for the user based on the analyzing of the environment data and the geolocation data, terminating the authentication session based on the generating of the authentication status, and storing the authentication status.

Methods, systems, apparatuses, and devices for facilitating accurate user authentication

The present disclosure provides a method of facilitating authenticating of users. Further, the method includes initiating, using a processing device, an authentication session for a user for an authentication instance. Further, the method includes identifying, using the processing device, authentication prompts for the authenticating of the user based on the initiating. Further, the method includes transmitting, using a communication device, the authentication prompts to user devices. Further, the method includes receiving, using the communication device, data in response to the authentication prompts from the user devices. Further, the method includes analyzing, using the processing device, the data using machine learning models. Further, the method includes generating, using the processing device, an authentication status for the user based on the analyzing. Further, the method includes terminating, using the processing device, the authentication session based on the generating. Further, the method includes storing, using a storage device, the authentication status.

Methods and systems for facilitating authenticating of users

A computer implemented method for generating synthetic training data to train a convolutional neural network is described. The method consists of steps including receiving a source image depicting an object for identification. The type and shape of the depicted object is determined. The source image is overlayed with a N&#xd7;M grid of vertices, the grid including horizontal and vertical edges and being fit to the shape of the depicted object. For each vertex in the grid, perturbations are added to the (x,y) coordinates of the vertex and the pixel values in a range between the original and final (x,y) coordinates are interpolated, resulting in the generation of an item of synthetic training data. The method is repeated to generate multiple items of synthetic training data which are then used to train a neural network to identify the object in an image.

Growing community of inventors

Boca Raton, FL, United States of America

Theodore Aaron Einstein