Comment by essdas

Exactly. And to add to what you say, adversarial problems in data science are much harder than the regular ones which data scientists deal with and the hubris that I often see with data scientists won't cut it here. You need a different mindset to tackle these problems and they must be handled incrementally with the real world in the loop.