privacy Jupyter Notebooks Are Not Made for Sensitive Data Science Collaboration When collaborating remotely on sensitive data, their usually amazing interactivity and flexibility need safeguards, or whole datasets can be extracted in a few lines of code.
bastionlab Introducing BastionLab - A simple privacy framework for data science collaboration BastionLab is a simple privacy framework for data science collaboration. It lets data owners protect the privacy of their datasets and enforces that only privacy-friendly operations are allowed on the data and anonymized outputs are shown to the data scientist.
Our roadmap to build a simple privacy toolkit for data science collaboration One year and a half later, Mithril Security’s roadmap has transformed significantly, but our initial goal stayed the same: democratizing privacy in data science.
blindai Announcing BlindAI 0.5 with Cloud support BlindAI 0.5 is now available with many new features such as Cloud support!
bastionai Introducing BastionAI, an open-source privacy-friendly AI training framework in Rust Discover BastionAI, a Rust project for Confidential deep learning training. BastionAI leverages Confidential Computing and Differential Privacy to make AI training between multiple parties more privacy-friendly
mithril-security Mithril Security joins the Confidential Computing Consortium Mithril Security joins the Confidential Computing Consortium to accelerate open-source privacy friendly AI
blindai Presenting Mithril Cloud, the first Confidential AI as a Service offering Discover how BlindAI Cloud enables you to deploy and query AI models with privacy, just from 2 lines of Python code. Try our solution with the deployment of a ResNet model.
large language models Large Language Models and privacy. Part 1: how can privacy accelerate the adoption of big models We will see why security and privacy might facilitate the adoption of Large Language Models, as those vast models push towards centralisation, given the complexity of deploying them at scale.
rust Insights of porting Hugging Face Rust Tokenizers to WASM Learn how Rust can be used to port server side logic, like Hugging Face Tokenizers, to the client for security and performance using WASM.
blindai Build a privacy-by-design voice assistant with BlindAI Discover how BlindAI can make AI voice assistant privacy-friendly!
blindai Introducing BlindAI, an open-source privacy-friendly AI deployment in Rust Discover BlindAI, an open-source solution for privacy-friendly AI deployment in Rust!
blindai Confidential medical image analysis with COVID-Net and BlindAI Deploy medical image analysis with confidentiality thanks to BlindAI
confidential-computing Confidential computing explained. Part 3: data in use protection Deep dive into the data-in-use protection mechanisms of secure enclaves
roadmap Our roadmap at Mithril Security Our roadmap at Mithril Security to commoditize Confidential AI
blindai Deploy Transformers models with confidentiality Learn how to deploy Transformers models, with privacy guarantees thanks to Confidential Computing!
confidential-computing Confidential computing explained. Part 2 : attestation An introduction to remote attestation, which is the key to trust a remote enclave.
introduction Confidential computing explained. Part 1: introduction An introduction to Confidential Computing and the problems it solves