US 12,476,985 B1
Method and system for detection of undisclosed cyber events
Christopher Michael Krogslund, Washington, DC (US)
Assigned to Interos Inc., Arlington, VA (US)
Filed by Interos Inc., Arlington, VA (US)
Filed on Oct. 13, 2023, as Appl. No. 18/379,749.
Int. Cl. H04L 9/40 (2022.01); H04L 41/16 (2022.01)
CPC H04L 63/1416 (2013.01) [H04L 41/16 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for detection of unreported cyber events experienced by an entity of interest, comprising:
obtaining training data related to historical cyber health of a plurality of entities, wherein each of the plurality of entities includes a company or organization, and wherein obtaining the training data includes obtaining cybersecurity data for each of the plurality of entities and transforming the cybersecurity data for each of the plurality of entities into a plurality of images, wherein each image is configured for conveying the cybersecurity data for one of the plurality of entities;
training a neural network on the plurality of images of the training data to create a trained neural network;
utilizing the trained neural network to generate a predicted number of cyber events experienced by the entity of interest during a time period;
monitoring a reported number of cyber events experienced by the entity of interest during the time period; and
generating a predicted unreported number of cyber events experienced by the entity of interest during the time period based upon comparing the predicted number of cyber events experienced by the entity of interest during the time period to the reported number of cyber events experienced by the entity of interest during the time period.