Key Attack Strategies Against Black-Box DNNs
Résumé
In this paper, we examined to what extent and under what settings the confidentiality and integrity of black-box DNNs—which are the most challenging setup of DNNs—can be threatened. In this way, we proposed a comprehensive taxonomy of the key strategies developed in the literature to attack black-box DNNs.We believe that a coherent classification incorporating all key aspects is needed to organise the body of knowledge on research and methodologies for understanding and securing black-box DNNs.
Domaines
Sciences de l'ingénieur [physics]| Origine | Fichiers produits par l'(les) auteur(s) |
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