Matches in SemOpenAlex for { <https://semopenalex.org/work/W2948798712> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2948798712 abstract "While deep neural networks have proven to be a powerful tool for many recognition and classification tasks, their stability properties are still not well understood. In the past, image classifiers have been shown to be vulnerable to so-called adversarial attacks, which are created by additively perturbing the correctly classified image. In this paper, we propose the ADef algorithm to construct a different kind of adversarial attack created by iteratively applying small deformations to the image, found through a gradient descent step. We demonstrate our results on MNIST with convolutional neural networks and on ImageNet with Inception-v3 and ResNet-101." @default.
- W2948798712 created "2019-06-14" @default.
- W2948798712 creator A5007199281 @default.
- W2948798712 creator A5014665003 @default.
- W2948798712 creator A5046445293 @default.
- W2948798712 date "2018-04-01" @default.
- W2948798712 modified "2023-09-26" @default.
- W2948798712 title "ADef: an Iterative Algorithm to Construct Adversarial Deformations" @default.
- W2948798712 hasPublicationYear "2018" @default.
- W2948798712 type Work @default.
- W2948798712 sameAs 2948798712 @default.
- W2948798712 citedByCount "0" @default.
- W2948798712 crossrefType "journal-article" @default.
- W2948798712 hasAuthorship W2948798712A5007199281 @default.
- W2948798712 hasAuthorship W2948798712A5014665003 @default.
- W2948798712 hasAuthorship W2948798712A5046445293 @default.
- W2948798712 hasConcept C112972136 @default.
- W2948798712 hasConcept C11413529 @default.
- W2948798712 hasConcept C115961682 @default.
- W2948798712 hasConcept C119857082 @default.
- W2948798712 hasConcept C153180895 @default.
- W2948798712 hasConcept C153258448 @default.
- W2948798712 hasConcept C154945302 @default.
- W2948798712 hasConcept C190502265 @default.
- W2948798712 hasConcept C199360897 @default.
- W2948798712 hasConcept C2780801425 @default.
- W2948798712 hasConcept C37736160 @default.
- W2948798712 hasConcept C41008148 @default.
- W2948798712 hasConcept C50644808 @default.
- W2948798712 hasConcept C75294576 @default.
- W2948798712 hasConcept C81363708 @default.
- W2948798712 hasConceptScore W2948798712C112972136 @default.
- W2948798712 hasConceptScore W2948798712C11413529 @default.
- W2948798712 hasConceptScore W2948798712C115961682 @default.
- W2948798712 hasConceptScore W2948798712C119857082 @default.
- W2948798712 hasConceptScore W2948798712C153180895 @default.
- W2948798712 hasConceptScore W2948798712C153258448 @default.
- W2948798712 hasConceptScore W2948798712C154945302 @default.
- W2948798712 hasConceptScore W2948798712C190502265 @default.
- W2948798712 hasConceptScore W2948798712C199360897 @default.
- W2948798712 hasConceptScore W2948798712C2780801425 @default.
- W2948798712 hasConceptScore W2948798712C37736160 @default.
- W2948798712 hasConceptScore W2948798712C41008148 @default.
- W2948798712 hasConceptScore W2948798712C50644808 @default.
- W2948798712 hasConceptScore W2948798712C75294576 @default.
- W2948798712 hasConceptScore W2948798712C81363708 @default.
- W2948798712 hasLocation W29487987121 @default.
- W2948798712 hasOpenAccess W2948798712 @default.
- W2948798712 hasPrimaryLocation W29487987121 @default.
- W2948798712 hasRelatedWork W2781758978 @default.
- W2948798712 hasRelatedWork W2784285928 @default.
- W2948798712 hasRelatedWork W2887906331 @default.
- W2948798712 hasRelatedWork W2905582115 @default.
- W2948798712 hasRelatedWork W2912240430 @default.
- W2948798712 hasRelatedWork W2943476756 @default.
- W2948798712 hasRelatedWork W2960351163 @default.
- W2948798712 hasRelatedWork W2963612069 @default.
- W2948798712 hasRelatedWork W2995645057 @default.
- W2948798712 hasRelatedWork W3003369812 @default.
- W2948798712 hasRelatedWork W3008051686 @default.
- W2948798712 hasRelatedWork W3018911559 @default.
- W2948798712 hasRelatedWork W3028525609 @default.
- W2948798712 hasRelatedWork W3091939259 @default.
- W2948798712 hasRelatedWork W3093152201 @default.
- W2948798712 hasRelatedWork W3161366266 @default.
- W2948798712 hasRelatedWork W3172008784 @default.
- W2948798712 hasRelatedWork W3174229740 @default.
- W2948798712 hasRelatedWork W3198031492 @default.
- W2948798712 hasRelatedWork W3210431426 @default.
- W2948798712 isParatext "false" @default.
- W2948798712 isRetracted "false" @default.
- W2948798712 magId "2948798712" @default.
- W2948798712 workType "article" @default.