Trojan Detection Software Challenge - mitigation-image-classification-jun2024-train
mitigation-image-classification-jun2024-train dataset
This is the training data used to create and evaluate trojan detection software solutions. This data, generated at NIST, consists of image classification AIs. 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 mitigating/removing that trigger behavior from the trained AI models. This dataset consists of 288 AI models using a small set of model architectures.
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "006:55" ] |
| contactPoint |
{ "fn": "Michael Paul Majurski", "hasEmail": "mailto:michael.majurski@nist.gov" } |
| description | mitigation-image-classification-jun2024-train dataset This is the training data used to create and evaluate trojan detection software solutions. This data, generated at NIST, consists of image classification AIs. 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 mitigating/removing that trigger behavior from the trained AI models. This dataset consists of 288 AI models using a small set of model architectures. |
| distribution |
[ { "title": "mitigation-image-classification-jun2024-train", "accessURL": "https://drive.google.com/drive/folders/1VJPQgyydbOifr0UXO2eybxZBN1a5uY6f?usp=sharing" } ] |
| identifier | ark:/88434/mds2-3653 |
| issued | 2025-01-28 |
| keyword |
[ "Trojan Detection; Artificial Intelligence; AI; Machine Learning; Adversarial Machine Learning;" ] |
| landingPage | https://data.nist.gov/od/id/mds2-3653 |
| language |
[ "en" ] |
| license | https://www.nist.gov/open/license |
| modified | 2024-06-30 00:00:00 |
| programCode |
[ "006:045" ] |
| publisher |
{ "name": "National Institute of Standards and Technology", "@type": "org:Organization" } |
| theme |
[ "Information Technology:Cybersecurity", "Information Technology:Software research" ] |
| title | Trojan Detection Software Challenge - mitigation-image-classification-jun2024-train |
