Our vision at Mithril Security : make AI private again

These last years we have seen the enormous progress made by AI algorithms. Computer vision has been dominated these last years by deep learning, showing excellent performances on very diverse tasks ranging from radiography analysis to biometric identification. We have also witnessed the emergence of smart assistants using voice recognition, helping us in our everyday life and in our homes. While these results are quite promising, one question remains: can we trust these AI models? There are several faces of trust that must be addressed, such as algorithm fairness, transparency and its respect of confidentiality.