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Gross, D. (author), Jansen, N. (author), Perez, G.A. (author), Raaijmakers, S. (author)
We give a formal verification procedure that decides whether a classifier ensemble is robust against arbitrary randomized attacks. Such attacks consist of a set of deterministic attacks and a distribution over this set. The robustness-checking problem consists of assessing, given a set of classifiers and a labelled data set, whether there exists...
conference paper 2020