2 papers
cs.CR2026
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…
cs.LG2026
A Comparative Simulation Study of the Fairness and Accuracy of Predictive Policing Systems in Baltimore City
Samin Semsar, Kiran Laxmikant Prabhu, Gabriella Waters +1
There are ongoing discussions about predictive policing systems, such as those deployed in Los Angeles, California and Baltimore, Maryland, being unfair, for example, by exhibiting…