US 12,242,622 B1
Hidden compartments in data encrypted using machine learning
Julian Collado Umana, Irvine, CA (US); and Andrew Davis, Portland, OR (US)
Assigned to HiddenLayer, Inc., Austin, TX (US)
Filed by HiddenLayer, Inc., Austin, TX (US)
Filed on Sep. 20, 2024, as Appl. No. 18/892,113.
Int. Cl. G06F 21/62 (2013.01); G06F 21/46 (2013.01)
CPC G06F 21/62 (2013.01) [G06F 21/46 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
receiving first data encapsulating second data in a hidden compartment;
receiving a password by a password encoder comprising a neural network, the neural network being configured to learn mappings between passwords and keys which enable recovery of difference transformations of data within the hidden compartment;
generating, by the password encoder and based on the password, a key;
combining the first data and the key to generate the second data; and
providing the second data to a consuming application or process.