Invention Grant
- Patent Title: System for detecting trojans in an artificial network and method therof
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Application No.: US16834461Application Date: 2020-03-30
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Publication No.: US11556647B2Publication Date: 2023-01-17
- Inventor: Jonathan Shuai , Ty M. Danet , Kalyanaraman Vaidyanathan
- Applicant: BAE Systems Information and Electronic Systems Integration Inc.
- Applicant Address: US NH Nashua
- Assignee: BAE Systems Information and Electronic Systems Integration Inc.
- Current Assignee: BAE Systems Information and Electronic Systems Integration Inc.
- Current Assignee Address: US NH Nashua
- Agency: Sand, Sebolt & Wernow LPA
- Agent Gary McFaline
- Main IPC: G06F21/00
- IPC: G06F21/00 ; G06F21/56 ; G06K9/62 ; G06N3/04 ; G06N7/00

Abstract:
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.
Public/Granted literature
- US20210303686A1 SYSTEM FOR DETECTING TROJANS IN AN ARTIFICIAL NETWORK AND METHOD THEROF Public/Granted day:2021-09-30
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