Search Results for author: Senad Beadini

Found 1 papers, 1 papers with code

Exploring the Connection between Robust and Generative Models

1 code implementation8 Apr 2023 Senad Beadini, Iacopo Masi

Though a common assumption is that adversarial points leave the manifold of the input data, our study finds out that, surprisingly, untargeted adversarial points in the input space are very likely under the generative model hidden inside the discriminative classifier -- have low energy in the EBM.

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