WATERMARK AS HONEYPOT FOR ADVERSARIAL DEFENSE

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United States of America Patent

APP PUB NO 20250104386A1
SERIAL NO

18822724

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Systems, methods, and computer program products for determining an attack on a neural network. A data sample is received at a first classifier neural network and at a watermark classifier neural network, wherein the first classifier neural network is trained using a first dataset and a watermark dataset. The first classifier neural network determines a classification label for the data sample. A watermark classifier neural network determines a watermark classification label for the data sample. A data sample is determined as an adversarial data sample based on the classification label for the data sample and the watermark classification label for the data sample.

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Patent Owner(s)

Patent OwnerAddress
PAYPAL INC2211 NORTH FIRST STREET SAN JOSE CA 95131

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Zhang, Jiyi Singapore, SG 21 18

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