Question: How to select adequate methods for anonymising and pseudonymising data?<\/p>\n\n\n\n
The guide for companies published by Bitkom e.V. provides a technical overview of methods for the anonymisation and pseudonymization of data. Chapter 9 describes the “Semantic Anonymisation of Sensitive Data with Inference-based AI and Active Ontologies”.<\/p>\n\n\n\n
In contrast to previous methods (e.g., differential privacy), this new AI-based approach largely preserves the information value of the raw data and allows for a privacy-compliant analysis of personal data, which ensures that the original persons can no longer be identified and also prevents personal traceability via quasi-identifiers (two-way security). Large amounts of sensitive data can be used with this method in a way that complies with data protection regulations, but at the same time preserves the potential for analysis.<\/p>\n\n\n\n
Use cases:<\/strong><\/p>\n\n\n\n 1. The data analysis for product development or optimisation of marketing campaigns and an improved customer approach. <\/p>\n\n\n\n 2. The generation of test data from production data for realistic tests of interfaces and IT processes.<\/p>\n<\/body><\/html>\n","protected":false},"excerpt":{"rendered":" Question: How to select adequate methods for anonymising and pseudonymising data? The guide for companies published by Bitkom e.V. provides a technical overview of methods for the anonymisation and pseudonymization of data. Chapter 9 describes the “Semantic Anonymisation of Sensitive Data with Inference-based AI and Active Ontologies”. In contrast to previous methods (e.g., differential privacy), […]<\/p>\n","protected":false},"author":1,"featured_media":7934,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-7886","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-general"],"_links":{"self":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/posts\/7886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/comments?post=7886"}],"version-history":[{"count":1,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/posts\/7886\/revisions"}],"predecessor-version":[{"id":7887,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/posts\/7886\/revisions\/7887"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/media\/7934"}],"wp:attachment":[{"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/media?parent=7886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/categories?post=7886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stg.innov8-studios.com\/semafora\/wp-json\/wp\/v2\/tags?post=7886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}