Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385990852> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4385990852 endingPage "304" @default.
- W4385990852 startingPage "290" @default.
- W4385990852 abstract "Adversarial attacks and defenses have gained increasing interest on computer vision systems in recent years, but as of today, most investigations are limited to natural images. However, many artificial intelligence models actually handle documentary data, which is very different from real world images. Hence, in this work, we try to apply the adversarial attack philosophy on documentary data and to protect models against such attacks. Our methodology is to implement untargeted gradient-based, transfer-based and score-based attacks and evaluate the impact of defenses such as adversarial training, JPEG input compression and grey-scale input transformation on the robustness of ResNet50 and EfficientNetB0 model architectures. To the best of our knowledge, no such work has been conducted by the community in order to study the impact of these attacks on the document image classification task." @default.
- W4385990852 created "2023-08-19" @default.
- W4385990852 creator A5013261180 @default.
- W4385990852 creator A5031274837 @default.
- W4385990852 creator A5052180718 @default.
- W4385990852 date "2023-01-01" @default.
- W4385990852 modified "2023-10-14" @default.
- W4385990852 title "Evaluating Adversarial Robustness on Document Image Classification" @default.
- W4385990852 cites W2108598243 @default.
- W4385990852 cites W2194775991 @default.
- W4385990852 cites W2543927648 @default.
- W4385990852 cites W2603766943 @default.
- W4385990852 cites W2605976347 @default.
- W4385990852 cites W2774644650 @default.
- W4385990852 cites W2962772269 @default.
- W4385990852 cites W2963542245 @default.
- W4385990852 cites W2963857521 @default.
- W4385990852 cites W2972986629 @default.
- W4385990852 cites W3034214559 @default.
- W4385990852 cites W3101483505 @default.
- W4385990852 cites W3135970545 @default.
- W4385990852 cites W3176664887 @default.
- W4385990852 cites W3176851559 @default.
- W4385990852 cites W3216686652 @default.
- W4385990852 cites W4312692109 @default.
- W4385990852 cites W4312716239 @default.
- W4385990852 cites W4313010394 @default.
- W4385990852 cites W4313141826 @default.
- W4385990852 doi "https://doi.org/10.1007/978-3-031-41734-4_18" @default.
- W4385990852 hasPublicationYear "2023" @default.
- W4385990852 type Work @default.
- W4385990852 citedByCount "0" @default.
- W4385990852 crossrefType "book-chapter" @default.
- W4385990852 hasAuthorship W4385990852A5013261180 @default.
- W4385990852 hasAuthorship W4385990852A5031274837 @default.
- W4385990852 hasAuthorship W4385990852A5052180718 @default.
- W4385990852 hasConcept C104317684 @default.
- W4385990852 hasConcept C119857082 @default.
- W4385990852 hasConcept C124101348 @default.
- W4385990852 hasConcept C154945302 @default.
- W4385990852 hasConcept C185592680 @default.
- W4385990852 hasConcept C31972630 @default.
- W4385990852 hasConcept C37736160 @default.
- W4385990852 hasConcept C41008148 @default.
- W4385990852 hasConcept C55493867 @default.
- W4385990852 hasConcept C63479239 @default.
- W4385990852 hasConceptScore W4385990852C104317684 @default.
- W4385990852 hasConceptScore W4385990852C119857082 @default.
- W4385990852 hasConceptScore W4385990852C124101348 @default.
- W4385990852 hasConceptScore W4385990852C154945302 @default.
- W4385990852 hasConceptScore W4385990852C185592680 @default.
- W4385990852 hasConceptScore W4385990852C31972630 @default.
- W4385990852 hasConceptScore W4385990852C37736160 @default.
- W4385990852 hasConceptScore W4385990852C41008148 @default.
- W4385990852 hasConceptScore W4385990852C55493867 @default.
- W4385990852 hasConceptScore W4385990852C63479239 @default.
- W4385990852 hasLocation W43859908521 @default.
- W4385990852 hasOpenAccess W4385990852 @default.
- W4385990852 hasPrimaryLocation W43859908521 @default.
- W4385990852 hasRelatedWork W1561927205 @default.
- W4385990852 hasRelatedWork W2482350142 @default.
- W4385990852 hasRelatedWork W2502115930 @default.
- W4385990852 hasRelatedWork W3126451824 @default.
- W4385990852 hasRelatedWork W3176240006 @default.
- W4385990852 hasRelatedWork W3191453585 @default.
- W4385990852 hasRelatedWork W4246396837 @default.
- W4385990852 hasRelatedWork W4285226279 @default.
- W4385990852 hasRelatedWork W4297672492 @default.
- W4385990852 hasRelatedWork W4310988119 @default.
- W4385990852 isParatext "false" @default.
- W4385990852 isRetracted "false" @default.
- W4385990852 workType "book-chapter" @default.