It all may seem a bit confusing, but really MLsec is about securing the ML stack itself. Kind of like software security is about securing software itself (while security software is something entirely different). Irius Risk has, for a number of years, included BIML knowledge of MLsec risks in its automated threat modeling tool. So they know plenty about MLsec.

As of early 2025, Irius Risk is also putting ML to work inside its security tools. On March 12th, we did a webinar together about the two tools Irius Risk has built that on applied ML: Jeff and Bex.

Have a watch.