FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2900778888> ?p ?o ?g. }

• W2900778888 abstract "In this paper, we analyze efficacy of the fast gradient sign method (FGSM) and the Carlini-Wagner's L2 (CW-L2) attack. We prove that, within a certain regime, the untargeted FGSM can fool any convolutional neural nets (CNNs) with ReLU activation; the targeted FGSM can mislead any CNNs with ReLU activation to classify any given image into any prescribed class. For a special two-layer neural network: a linear layer followed by the softmax output activation, we show that the CW-L2 attack increases the ratio of the classification probability between the target and ground truth classes. Moreover, we provide numerical results to verify all our theoretical results." @default.
• W2900778888 created "2018-11-29" @default.
• W2900778888 creator A5002037883 @default.
• W2900778888 creator A5020541874 @default.
• W2900778888 creator A5028469304 @default.
• W2900778888 date "2018-11-15" @default.
• W2900778888 modified "2023-09-27" @default.
• W2900778888 title "Mathematical Analysis of Adversarial Attacks" @default.
• W2900778888 cites W1449524539 @default.
• W2900778888 cites W1522301498 @default.
• W2900778888 cites W2180612164 @default.
• W2900778888 cites W2194775991 @default.
• W2900778888 cites W2408141691 @default.
• W2900778888 cites W2432142698 @default.
• W2900778888 cites W2460937040 @default.
• W2900778888 cites W2543927648 @default.
• W2900778888 cites W2620038827 @default.
• W2900778888 cites W2640329709 @default.
• W2900778888 cites W2774644650 @default.
• W2900778888 cites W2782217514 @default.
• W2900778888 cites W2785939352 @default.
• W2900778888 cites W2787708942 @default.
• W2900778888 cites W2798801120 @default.
• W2900778888 cites W2808102858 @default.
• W2900778888 cites W2950864148 @default.
• W2900778888 cites W2952321997 @default.
• W2900778888 cites W2963022058 @default.
• W2900778888 cites W2963070423 @default.
• W2900778888 cites W2963207607 @default.
• W2900778888 cites W2963557656 @default.
• W2900778888 cites W2963857521 @default.
• W2900778888 cites W2964082701 @default.
• W2900778888 cites W2964153729 @default.
• W2900778888 cites W2890918255 @default.
• W2900778888 hasPublicationYear "2018" @default.
• W2900778888 type Work @default.
• W2900778888 sameAs 2900778888 @default.
• W2900778888 citedByCount "6" @default.
• W2900778888 countsByYear W29007788882018 @default.
• W2900778888 countsByYear W29007788882019 @default.
• W2900778888 countsByYear W29007788882020 @default.
• W2900778888 crossrefType "posted-content" @default.
• W2900778888 hasAuthorship W2900778888A5002037883 @default.
• W2900778888 hasAuthorship W2900778888A5020541874 @default.
• W2900778888 hasAuthorship W2900778888A5028469304 @default.
• W2900778888 hasConcept C11413529 @default.
• W2900778888 hasConcept C115961682 @default.
• W2900778888 hasConcept C134306372 @default.
• W2900778888 hasConcept C139676723 @default.
• W2900778888 hasConcept C153180895 @default.
• W2900778888 hasConcept C154945302 @default.
• W2900778888 hasConcept C178790620 @default.
• W2900778888 hasConcept C185592680 @default.
• W2900778888 hasConcept C188441871 @default.
• W2900778888 hasConcept C2777212361 @default.
• W2900778888 hasConcept C2779227376 @default.
• W2900778888 hasConcept C33923547 @default.
• W2900778888 hasConcept C41008148 @default.
• W2900778888 hasConcept C50644808 @default.
• W2900778888 hasConcept C81363708 @default.
• W2900778888 hasConceptScore W2900778888C11413529 @default.
• W2900778888 hasConceptScore W2900778888C115961682 @default.
• W2900778888 hasConceptScore W2900778888C134306372 @default.
• W2900778888 hasConceptScore W2900778888C139676723 @default.
• W2900778888 hasConceptScore W2900778888C153180895 @default.
• W2900778888 hasConceptScore W2900778888C154945302 @default.
• W2900778888 hasConceptScore W2900778888C178790620 @default.
• W2900778888 hasConceptScore W2900778888C185592680 @default.
• W2900778888 hasConceptScore W2900778888C188441871 @default.
• W2900778888 hasConceptScore W2900778888C2777212361 @default.
• W2900778888 hasConceptScore W2900778888C2779227376 @default.
• W2900778888 hasConceptScore W2900778888C33923547 @default.
• W2900778888 hasConceptScore W2900778888C41008148 @default.
• W2900778888 hasConceptScore W2900778888C50644808 @default.
• W2900778888 hasConceptScore W2900778888C81363708 @default.
• W2900778888 hasLocation W29007788881 @default.
• W2900778888 hasOpenAccess W2900778888 @default.
• W2900778888 hasPrimaryLocation W29007788881 @default.
• W2900778888 hasRelatedWork W2180290696 @default.
• W2900778888 hasRelatedWork W2658059983 @default.
• W2900778888 hasRelatedWork W2787021484 @default.
• W2900778888 hasRelatedWork W2797395613 @default.
• W2900778888 hasRelatedWork W2809670082 @default.
• W2900778888 hasRelatedWork W2885208219 @default.
• W2900778888 hasRelatedWork W2892676835 @default.
• W2900778888 hasRelatedWork W2895982930 @default.
• W2900778888 hasRelatedWork W2903886228 @default.
• W2900778888 hasRelatedWork W2909136751 @default.
• W2900778888 hasRelatedWork W2950277916 @default.
• W2900778888 hasRelatedWork W2951532585 @default.
• W2900778888 hasRelatedWork W2962847207 @default.
• W2900778888 hasRelatedWork W2963207607 @default.
• W2900778888 hasRelatedWork W2964153729 @default.
• W2900778888 hasRelatedWork W3013965793 @default.
• W2900778888 hasRelatedWork W3081246586 @default.
• W2900778888 hasRelatedWork W3090800462 @default.
• W2900778888 hasRelatedWork W3093572737 @default.
• W2900778888 hasRelatedWork W3213848739 @default.
• W2900778888 isParatext "false" @default.
• W2900778888 isRetracted "false" @default.

• next