System for detecting trojans in an artificial network and method therof

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United States of America Patent

PATENT NO 11556647
APP PUB NO 20210303686A1
SERIAL NO

16834461

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Abstract

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A system and method is provided that tests and determines whether candidate artificial intelligence model contains a Trojan from when it was trained and using the outcome determination of the Trojan to determine whether the candidate artificial intelligence model should be deployed. The system utilizes a first artificial intelligence that operates as a data generator and a second artificial intelligence that operates as a discriminator to determine whether the candidate artificial intelligence contains a Trojan. The first artificial intelligence combines sets of data with random Trojan triggers and the second artificial intelligence discriminates output classifications from the candidate artificial intelligence model to determine whether the Trojan is present based on probability outputs.

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Patent Owner(s)

  • BAE SYSTEMS INFORMATION AND ELECTRONIC SYSTEMS INTEGRATION INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Danet, Ty M La Jolla, US 1 3
Shuai, Jonathan San Diego, US 1 3
Vaidyanathan, Kalyanaraman San Diego, US 58 786

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