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  "title": "Trojan Detection Software Challenge - nlp-question-answering-sep2021-train",
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    "This is the training data used to construct and evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language processing (NLP) AIs trained to perform extractive question answering (QA on English text. 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 which trained AI models have been poisoned via embedded triggers. This dataset consists of 120 QA AI models using a small set of model architectures. Half (50%) of the models have been poisoned with an embedded trigger which causes misclassification of the input when the trigger is present."
  ],
  "keyword": [
    "Trojan Detection; Artificial Intelligence; AI; Machine Learning; Adversarial Machine Learning;"
  ],
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    "Information Technology: Software research",
    "Information Technology: Cybersecurity"
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  "issued": "2021-09-16T16:11:59",
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  "annotated": "2025-02-07T18:13:57.760905",
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