[The research for this blog was done by Nil Adell Mill. Editing and contextualizing by Nikolas Molyndris and David Sturzenegger] Introduction The question of data privacy in machine learning is still widely overlooked. In cases where the privacy loss comes from leakage of a

In the previous blog  we talked about the guarantees that we can provide when a user uses our confidential computing platform avato. We touched upon how these guarantees are provided on a high level, and what this means for the data analytics industry. In

Until today, data-sensitive companies are unable to utilize the immense benefits of cloud computing. It is well known that cloud-computing offers many advantages, ranging from increased scalability to reduced operations and update costs. However, in the age of decentralized computation, cybersecurity and data privacy

Buying data is a lengthy process on its own. Finding the right vendor, type of data and passing all the regulatory and legal procedures takes time and costs money. On top of that, in practical reality, the procedure is even lengthier because it starts

Over the last centuries, humanity has tested and implemented various governance models for society and individuals. Checks and balances, separation of powers and democracy are ways of making our societies to be governed as fair as possible. It’s about not to give too

Today for most organizations it is hard to impossible to benefit from artificial intelligence (AI). Especially, when it comes to training and applying machine learning models because they require substantial investments of money, time, data and expertise. These factors are all scarce resources. Scarcity

Photo by Jose Fontano on UnsplashAccording to the annual report from the WEF about global risks, increased cyber-threats is one of the biggest risks that companies and countries face right now. Attacks in businesses have almost doubled in the past 5 years with no

Photo by Johannes Plenio on UnsplashWhen Apple released the iPhone 5S in 2013, most people focused on its new camera and features such as Touch ID. However, on top of these features, Apple introduced what was meant to be a very influential idea on

Cryptography is the backbone of our current digital society, but how did it become so important? Interestingly, the systematic study of cryptography as a science (and perhaps as an art) started only during the past 100 years. The word cryptography is derived from the