Vulnerabilities of Machine Learning Infrastructure

As presented at The Standoff online cyber-range and security conference by Sergey Gordeychik.

In this talk we will present results of hands-on vulnerability research of different components of AI infrastructure including NVIDIA DGX GPU servers, ML frameworks such as Pytorch, Keras and Tensorflow, data processing pipelines and specific applications, including Medical Imaging and face recognition powered CCTV. Updated Internet Census toolkit based on the Grinder framework will be introduced.

GradeZero - Expansion

Sooner or later, everyone has a moment when we find ourselves at the end of the road. A path that seemed to us endless and promised at its end shimmering victories. But instead, all our dreams and hopes become empty, dull and meaningless. The hero of "Expansion" decided to manage it in a cardinal way - he flew to Mars.