Patent ID: 11954199
Assignee: HIDDENLAYER, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 14:
15. A system for scanning a machine learning model for threats comprising:
at least one data processor; and
memory storing instructions which, when executed by the at least one data processor, results in operations comprising:
receiving, by a scanning module, data for a machine learning model which is associated with model parameters and is received before execution of the machine learning model;
performing, by the scanning module, a plurality of checks based on the received machine learning model data, the checks performed while the machine learning model is not executing;
identifying, by the scanning module, whether the machine learning model includes a threat within the machine learning model based on results of the plurality of checks;
generating a signature based on identifying that the machine learning model does not include a threat; and
embedding the generated signature within the data for the machine learning model.