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ITM4Impact

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arXiv2025-09-30 收录
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https://github.com/Ebiquity/policy_enforced_data_generation
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资源简介:
该数据集由国际牲畜研究所(ILRI)收集,名为ITM4Impact,它测量并确定了感染及治疗方法(ITM)对农民的影响。该数据集包含大约800个属性,这些属性被分为超过140个群组,其中重点关注隐私敏感信息。此外,数据集中包含大量与农民个人可识别信息(PII)相关的属性,这些信息被分为低、中、高三个敏感度级别。在公开发布前,该数据集已经过匿名化处理。其规模庞大,任务是对隐私保护数据生成和评估。

This dataset, collected by the International Livestock Research Institute (ILRI), is named ITM4Impact. It measures and identifies the impacts of Infectious and Therapeutic Methods (ITM) on farmers. This dataset contains approximately 800 attributes, which are grouped into over 140 clusters, with a focus on privacy-sensitive information. Additionally, the dataset includes a large number of attributes related to farmers' Personally Identifiable Information (PII), which are categorized into three sensitivity levels: low, medium, and high. Prior to public release, this dataset has undergone anonymization processing. With a large scale, this dataset is designed for the generation and evaluation of privacy-preserving data.
提供机构:
ILRI (International Livestock Research Institute)
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