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Conference Poster Year : 2022

Key Attack Strategies Against Black-Box DNNs


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.
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Dates and versions

hal-03690454 , version 1 (08-06-2022)


  • HAL Id : hal-03690454 , version 1


Yassine Hmamouche, Yehya Nasser, Amer Baghdadi, Marc-Oliver Pahl. Key Attack Strategies Against Black-Box DNNs. GDR-SOC2, Jun 2022, Strasbourg, France. , GDR SOC2. ⟨hal-03690454⟩
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