Erik Sandstrom

Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks

The problem of adversarial CNN attacks is considered, with an emphasis on attacks that are trivial to perform but difficult to defend. A framework for the study of such attacks is proposed, using real world object manipulations. Unlike most works in the past, this framework supports the design of at…