An adversarial attack and defense that respectively enlarge and shrink conformal prediction sets, with experiments on CIFAR-10, CIFAR-100 and mini-ImageNet.
Square attack: a query-efficient black-box adversarial attack via random search
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Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
An adversarial attack and defense that respectively enlarge and shrink conformal prediction sets, with experiments on CIFAR-10, CIFAR-100 and mini-ImageNet.