Machine learning systems are now ubiquitous and work well in several applications, but it is still relatively unexplored how much information they can leak. This blog post explores the most recent techniques that cause ML models to leak private data, an o... (more…)

“We demand rigidly defined areas of doubt and uncertainty!”... (more…)

Start building your own machine learning experiments fast and without breaking a sweat with Microsoft Azure Notebooks and a Microsoft… (more…)

This Machine Learning One-Click Application image includes a rich set of tools for data pre-processing, analysis, and visualization, as well as several state of the art libraries to help you get started with machine learning and deep learning. Once yo... (more…)

Machine learning advancements lead to new ways to train models, as well as deceive them. This article discusses ways to train and defend against attacks. (more…)