Trojan Detection Software Challenge - rl-safetygymnasium-oct2024-train

Published by National Institute of Standards and Technology | National Institute of Standards and Technology | Metadata Last Checked: June 27, 2025 | Last Modified: 2024-10-30 00:00:00

This is the training data used to create and evaluate trojan detection software solutions. This data, generated at NIST, consists of RL agents operating in the Safety Gymnasium environment. A known percentage of these trained AI models have been poisoned with a known trigger which induces incorrect behavior. This data will be used to develop software solutions for detecting that trigger behavior in the trained AI models.

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Trojan Detection; Artificial Intelligence; AI; Machine Learning; Adversarial Machine Learning;

Complete Metadata

bureauCode	[ "006:55" ]
identifier	ark:/88434/mds2-3656
issued	2024-12-18
landingPage	https://data.nist.gov/od/id/mds2-3656
language	[ "en" ]
programCode	[ "006:045" ]
theme	[ "Information Technology:Cybersecurity", "Information Technology:Software research" ]

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