Are Machine Learning and Cybersecurity compatible ?

More and more cybersecurity technologies are based on Machine Learning or other "Artificial Intelligence" based concept to detect threats. The goal of this article is to show you the limits of machine learning used in cybersecurity and more precisely when applied to malware detection. One of the reason is of course the WOW effect about any artificial intelligence solution which is probably the best advantage of using this type of technology today. A company can easily become known by the security community or by any one just because it does some machine learning. So, if you are reading this article then you probably know what I'm talking about.