Machine Learning needs Better Randomness Standards: Randomised Smoothing and PRNG-based attacks

Pranav Dahiya, Ilia Shumailov, Ross Anderson

Randomness supports many critical functions in the field of machine learning (ML) including optimisation, data selection, privacy, and security. ML systems outsource the task of ge…