Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models

Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe

Despite our best efforts, deep learning models remain highly vulnerable to even tiny adversarial perturbations applied to the inputs. The ability to extract information from solely…