Webpage phishing detection using deep reinforcement learning

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United States of America Patent

PATENT NO 11595438
APP PUB NO 20220353292A1
SERIAL NO

17244277

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Abstract

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Generally discussed herein are devices, systems, and methods for improving phishing webpage content detection. A method can include identifying first webpage content comprises phishing content, determining, using a reinforcement learning (RL) agent, at least one action, generating, based on the determined at least one action and the identified first webpage content, altered first webpage content, identifying that the altered first webpage content is benign, generating, based on the determined at least one action and second webpage content, altered second webpage content, and training, based on the altered second webpage content and a corresponding label of phishing, a phishing detector.

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Patent Owner(s)

Patent OwnerAddress
MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Craioveanu, Cristian Sammamish, US 4 109
Goel, Nitin Kumar Bothell, US 17 341
Hines, Douglas J Kenmore, US 9 157
Jakubowski, Mariusz Hieronim Bellevue, US 3 0
Parikh, Jugal Sammamish, US 12 48
Quint, Eleanor Catherine Lincoln, US 2 0

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