Improved Estimation of Concentration Under ${\ell }_p$-Norm Distance Metrics Using Half Spaces

Jack Prescott, Xiao Zhang, David Evans

Concentration of measure has been argued to be the fundamental cause of adversarial vulnerability. Mahloujifar et al. presented an empirical way to measure the concentration of a d…