One RNG to Rule Them All: How Randomness Becomes an Attack Vector in Machine Learning

Kotekar Annapoorna Prabhu, Andrew Gan, Zahra Ghodsi

Machine learning relies on randomness as a fundamental component in various steps such as data sampling, data augmentation, weight initialization, and optimization. Most machine le…