7 skills found
arx-deidentifier / ArxARX is a comprehensive open source data anonymization tool aiming to provide scalability and usability. It supports various anonymization techniques, methods for analyzing data quality and re-identification risks and it supports well-known privacy models, such as k-anonymity, l-diversity, t-closeness and differential privacy.
BMW-InnovationLab / BMW Anonymization APIThis repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.
openredact / AnonymizerA Python module that provides multiple anonymization techniques for text (This is only a prototype) ➡️ The project has moved to: https://gitlab.opencode.de/bmbf/datenlabor/openredact
malteos / Awesome Anonymization For LlmsA collection of resources for PII detection, anonymization, privacy-preserving techniques, and GDPR compliance in Large Language Model (LLM) or AI applications.
rahmanhabib010 / Generative Adversarial Networks GANs SpecializationGenerative Adversarial Networks (GANs) are powerful machine learning models capable of generating realistic image, video, and voice outputs. Rooted in game theory, GANs have wide-spread application: from improving cybersecurity by fighting against adversarial attacks and anonymizing data to preserve privacy to generating state-of-the-art images, colorizing black and white images, increasing image resolution, creating avatars, turning 2D images to 3D, and more. The DeepLearning.AI Generative Adversarial Networks (GANs) Specialization provides an exciting introduction to image generation with GANs, charting a path from foundational concepts to advanced techniques through an easy-to-understand approach. It also covers social implications, including bias in ML and the ways to detect it, privacy preservation, and more.
dscape / Mondrian Multidimensional K AnonymityImplementation of database anonymization technique by K. LeFevre
levitation-opensource / DataAnonymiserAnonymises data inside text files and in sheet files. It recognises and removes various sorts of personally identifiable information (PII). Each removed part is replaced with suitable pseudonyms, depending on the type of removed data. Currently English and Russian languages are supported. Russian works both with Cyrillic and Latin characters.
