Trojan Detection Software Challenge - llm-pretrain-apr2024-train

Published by National Institute of Standards and Technology | National Institute of Standards and Technology | Metadata Last Checked: June 27, 2025 | Last Modified: 2024-04-16 00:00:00

TrojAI llm-pretrain-apr2024 Train DatasetThis is the training data used to create and evaluate trojan detection software solutions. This data, generated at NIST, consists Llama2 Large Language Models refined using fine-tuning and LoRA to perform next token prediction. A known percentage of these trained AI models have been poisoned with triggers which induces modified behavior. This data will be used to develop software solutions for detecting which trained AI models have been poisoned via embedded triggers into the model weights.

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

Complete Metadata

bureauCode	[ "006:55" ]
identifier	ark:/88434/mds2-3235
issued	2024-04-19
landingPage	https://data.nist.gov/od/id/mds2-3235
language	[ "en" ]
programCode	[ "006:045" ]
theme	[ "Information Technology:Cybersecurity", "Information Technology:Software research" ]

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