Articles with "deeppoison feature" as a keyword



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DeepPoison: Feature Transfer Based Stealthy Poisoning Attack for DNNs

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Published in 2021 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2021.3060896

Abstract: Deep neural networks are susceptible to poisoning attacks by purposely polluted training data with specific triggers. As existing episodes mainly focused on attack success rate with patch-based samples, defense algorithms can easily detect these poisoning… read more here.

Keywords: deeppoison; transfer based; feature transfer; deeppoison feature ... See more keywords