Presidio

Presidio is a data protection SDK for identifying and anonymizing sensitive data in structured and unstructured text. It detects personally identifiable information (PII) such as credit card numbers, names and locations using named entity recognition, regular expressions and rule-based logic. Presidio supports custom entity recognizers and de-identification pipelines, allowing organizations to tailor it to their privacy and compliance needs. Our teams have used Presidio in enterprise environments with strict data-sharing controls when integrating with LLMs. While it automates the detection of sensitive information, it isn’t foolproof and may miss or misidentify entities. Teams should exercise caution when relying on its results.

Presidio 是一个数据保护 SDK，用于在结构化和非结构化文本中 识别 和 匿名化 敏感数据。它可以通过命名实体识别（NER）、正则表达式和基于规则的逻辑检测个人身份信息（PII），如信用卡号、姓名和位置等。Presidio 支持 自定义 PII 实体识别和去标识化，使企业能够根据其特定的隐私要求进行调整。尽管 Presidio 能够自动识别敏感信息，但它并非万无一失，可能会遗漏或误识别数据。在依赖其结果时，务必保持谨慎。