The security of machine learning

Artificial intelligence and machine learning are persistently in the headlines with rich debate over its next advances. Will cybercriminals further leverage machine learning to craft attacks? Can defenders build a machine learning model capable of detecting all malware? We believe machine learning is an essential and critical piece of cybersecurity, but it must be only one part of a broader solution to be effective. It's unwise for any security product to rely solely on machine learning as its primary or singular layer of defense.