VeriSign, Inc.
Method for generating a domain name using a learned information-rich latent space

Abstract:

A computer device, a computer-readable medium and a computer-implemented method is provided. The computer device and the computer-readable medium perform the computer-implemented method of generating unregistered internet domain names using a trained encoder function and a trained decoder function. The method includes obtaining one or more seed domain names; mapping, using a hardware processor implementing the trained encoder function, the one or more seed domain names in a low-dimensional information-rich latent space; modifying a representation of one domain name of the one or more seed domain names that is encoded in the low-dimensional information-rich latent space; and generating, using the hardware processor implementing the trained decoder function, one or more unregistered domain names for domain name registration from the representation that is modified.