Position: Certified Robustness Does Not (Yet) Imply Model Security

Andrew C. Cullen, Paul Montague, Sarah M. Erfani +1

While certified robustness is widely promoted as a solution to adversarial examples in Artificial Intelligence systems, significant challenges remain before these techniques can be…