Method for Obfuscating Device Functionality

Organization Name

Inventor(s)

Matthew Royce Markwell of Mountain View CA (US)

Nahid Farhady Ghalaty of San Diego CA (US)

Method for Obfuscating Device Functionality

This abstract first appeared for US patent application 20250068972 titled 'Method for Obfuscating Device Functionality

Original Abstract Submitted

a computer-implemented method performed on a device comprises receiving input data that describes one or more machine learning (ml) model characteristics of an ml model to be scheduled for execution by the device. the method further comprises determining, based on the one or more ml model characteristics of the ml model, one or more obfuscation instructions to execute concurrently or sequentially with execution of model instructions associated with the ml model. execution of the one or more obfuscation instructions obfuscates a profile of a measurable parameter associated with the device executing the model instructions. the method further comprises executing the one or more determined obfuscation instructions concurrently or sequentially with execution of the model instructions.