DOD TrojAI: Detection of Trojan Attacks in Artificial Intelligence - Concept

Sponsor Deadline: 

May 31, 2019

Letter of Intent Deadline: 

May 31, 2019

Sponsor: 

DOD Defense Army Research Office, Intelligence Advanced Research Projects Activity IARPA

UI Contact: 

TrojAI Development of technology and techniques for detection of Trojans in Artificial Intelligence
W911NF-19-S-0012
Grants.gov  https://www.grants.gov/web/grants/view-opportunity.html?oppId=315524
Required Concept Papers due May 31, 2019, no later than 4:00 PM Eastern Time

The performer team will develop and deliver software to automatically inspect an AI and predict if it has a Trojan. The AIs will be neural networks trained in a classification task. Initially, the AIs will classify small images, but later stages of the program may expand to AIs that classify audio or text or perform other tasks. The AIs will classify input data into a small number of classes at near-human or super-human performance.

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