Dynamic signature verification system to verify user signature using neural network

A signature verification system comprising:

• a receiver module configured to:
• receive, from an electronic device, signature data associated with a user;
• and
• fetch, from a signature database, a reference signature data associated with the user
• a scientific flow enricher configured to enrich the received signature data by adding one or more features that are created using differential geometry on each data point of the signature data;
• a signature aligner configured to synchronize the enriched signature data with the reference signature data based on a first-predefined number of time-series parameters to form a set of aligned signatures;
• a normalization module configured to reduce dimension of the formed set of aligned signatures based on a second-predefined number of time-series parameters;
• and
• a predictor to determine if the received signature data is genuine based on the set of aligned signatures with reduced dimensions by employing a neural network.