The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 23, 2023
Filed:
Mar. 22, 2019
Intel Corporation, Santa Clara, CA (US);
Michael Kounavis, Portland, OR (US);
Antonios Papadimitriou, Maplewood, NJ (US);
Anindya Sankar Paul, Hillsboro, OR (US);
Micah Sheller, Hillsboro, OR (US);
Li Chen, Hillsboro, OR (US);
Cory Cornelius, Portland, OR (US);
Brandon Edwards, Portland, OR (US);
INTEL CORPORATION, Santa Clara, CA (US);
Abstract
In one example an apparatus comprises a memory and a processor to create, from a first deep neural network (DNN) model, a first plurality of DNN models, generate a first set of adversarial examples that are misclassified by the first plurality of deep neural network (DNN) models, determine a first set of activation path differentials between the first plurality of adversarial examples, generate, from the first set of activation path differentials, at least one composite adversarial example which incorporates at least one intersecting critical path that is shared between at least two adversarial examples in the first set of adversarial examples, and use the at least one composite adversarial example to generate a set of inputs for a subsequent training iteration of the DNN model. Other examples may be described.