PROTECTION FOR INFERENCE ENGINE AGAINST MODEL RETRIEVAL ATTACK

An embodiment of a semiconductor package apparatus may include technology to perform run-time analysis of inputs and outputs of a machine learning model of an inference engine, detect an activity indicative of an attempt to retrieve the machine learning model based on the run-time analysis, and perf...

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Bibliographic Details
Main Authors Cohen, Ran Asher, Pogorelik, Oleg, Nayshtut, Alex, Barnhart-Magen, Guy
Format Patent
LanguageEnglish
Published 14.02.2019
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:An embodiment of a semiconductor package apparatus may include technology to perform run-time analysis of inputs and outputs of a machine learning model of an inference engine, detect an activity indicative of an attempt to retrieve the machine learning model based on the run-time analysis, and perform one or more preventive actions upon detection of the activity indicative of the attempted model retrieval. Other embodiments are disclosed and claimed.
Bibliography:Application Number: US201816033272