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Trojan Detection Software Challenge - mitigation-image-classification-jun2024-train

Data provided by  National Institute of Standards and Technology

mitigation-image-classification-jun2024-train datasetThis 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.

About this Dataset

Updated: 2025-04-06
Metadata Last Updated: 2024-06-30 00:00:00
Date Created: N/A
Data Provided by:
Dataset Owner: N/A

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Table representation of structured data
Title Trojan Detection Software Challenge - mitigation-image-classification-jun2024-train
Description mitigation-image-classification-jun2024-train datasetThis 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.
Modified 2024-06-30 00:00:00
Publisher Name National Institute of Standards and Technology
Contact mailto:[email protected]
Keywords Trojan Detection; Artificial Intelligence; AI; Machine Learning; Adversarial Machine Learning; 
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    "title": "Trojan Detection Software Challenge - mitigation-image-classification-jun2024-train",
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    "theme": [
        "Information Technology:Software research",
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