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microsoft / presidio

Star 6.2k

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

python nlp privacy transformers spacy named-entity-recognition data-privacy phi sensitive-data anonymization pii data-anonymization de-identification data-masking personally-identifiable-information data-obfuscation guardrails pii-detection data-redaction image-redactor
  • Updated Nov 24, 2025
  • Python

rapiddweller / rapiddweller-benerator-ce

Star 153

BENERATOR is a leading software solution to generate, obfuscate, pseudonymize and migrate data for development, testing, and training purposes with a model-driven approach.

java data obfuscate database big-data bigdata faker migration data-generation performance-testing testdata model-driven anonymization masking synthetic-data benerator data-masking data-modelling databene mass-data-migration
  • Updated Jul 2, 2025
  • Java

yaooqinn / spark-ranger

Star 57

已经合入(apache/incubator-kyuubi) ACL Management for Apache Spark SQL with Apache Ranger.

spark acl authorization ranger sparksql row-level-security < 7440 a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":705327,"originating_url":"https://github.com/topics/data-masking","user_id":null}}" data-hydro-click-hmac="2ba2f715941e3afaa75aaf4f34237c880802dec4f1b08a0c17096a292202ea45" title="Topic: data-masking" href="/topics/data-masking" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-masking
  • Updated Nov 11, 2021
  • Scala

geniuszly / GenFakeGenerator

Star 7

This script generates various types of fake data, such as names, addresses, phone numbers, coordinates, and more, using the Faker library. Users can select the data type and the quantity to generate. The generated data is saved to a JSON file

python fake faker random-generation fake-data random-data-generation fake-generator synthetic-data data-anonymization data-masking random-data fake-data-generation generator-faker genfakegenerator
  • Updated Aug 12, 2024
  • Python

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