GradeZero Music Band

Saturday, November 14, 2020

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.

Time to update the Adversarial ML Threat Matrix?

English

https://www.youtube.com/watch?v=5bWyY3kocdE

Russian 

https://www.youtube.com/watch?v=3c-5lCzgy-A

Enjoy 

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