US 12,032,901 B1
Enabling secure auto-filling of information
Justinas Reigis, Vilnius (LT)
Assigned to UAB 360 IT, Vilnius (LT)
Filed by UAB 360 IT, Vilnius (LT)
Filed on May 22, 2023, as Appl. No. 18/200,533.
Int. Cl. G06F 40/174 (2020.01); G06F 8/75 (2018.01)
CPC G06F 40/174 (2020.01) [G06F 8/75 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system, comprising:
an infrastructure device; and
a user device, wherein
the infrastructure device is configured to:
analyze a source code associated with a known network element to determine a characteristic associated with an included field portion that is configured to accept a known type of input information;
determine a correlation between the determined characteristic and the known type of input information;
calculate, based at least in part on the correlation, a training signature that uniquely indicates a classification of the field portion as a field portion that accepts the known type of input information;
train a machine learning (ML) model based at least in part on utilizing the training signature as training data; and
transmit, to the user device, a trained ML model, and
the user device is configured to:
analyze an observed source code associated with an observed network element to determine an observed characteristic associated with an observed field portion that is configured to accept a given type of input information;
calculate an observed signature associated with the observed field portion based at least in part on the observed characteristic;
utilize the trained machine learning model to evaluate the observed signature to determine the given type of input information; and
auto-fill, in the observed field portion, input information in accordance with the given type of input information.