Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386192282> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4386192282 endingPage "110760" @default.
- W4386192282 startingPage "110760" @default.
- W4386192282 abstract "An adversary intercepts a stream of images between a sender and a receiver neural network classifier. To minimize its footprint, the adversary only attacks a limited number of images within the stream. The adversary is interested in maximizing the number of successfully conducted attacks among all performed attacks. Upon the arrival of each image and before the arrival of the following image, the adversary must irrevocably decide whether it wants to attack the current image or not. The target model is a fixed deep neural network that may use any form of regularization. The adversary has query access to the target model, which can feed images and obtain the loss, which may contain regularization and classification loss terms. Since this paper’s proposed method needs classification loss term alone, it also suggests a novel method in which the adversary estimates the regularization loss term and eliminates it. All images are partitioned into three groups based on their after-attack classification loss and treated according to their group. Moreover, this paper provides some promising test results on various datasets." @default.
- W4386192282 created "2023-08-27" @default.
- W4386192282 creator A5006999765 @default.
- W4386192282 creator A5033765840 @default.
- W4386192282 creator A5092700438 @default.
- W4386192282 date "2023-11-01" @default.
- W4386192282 modified "2023-09-25" @default.
- W4386192282 title "Low-epsilon adversarial attack against a neural network online image stream classifier" @default.
- W4386192282 cites W1975650960 @default.
- W4386192282 cites W2051290144 @default.
- W4386192282 cites W2963446712 @default.
- W4386192282 cites W3131679123 @default.
- W4386192282 doi "https://doi.org/10.1016/j.asoc.2023.110760" @default.
- W4386192282 hasPublicationYear "2023" @default.
- W4386192282 type Work @default.
- W4386192282 citedByCount "0" @default.
- W4386192282 crossrefType "journal-article" @default.
- W4386192282 hasAuthorship W4386192282A5006999765 @default.
- W4386192282 hasAuthorship W4386192282A5033765840 @default.
- W4386192282 hasAuthorship W4386192282A5092700438 @default.
- W4386192282 hasConcept C115961682 @default.
- W4386192282 hasConcept C119857082 @default.
- W4386192282 hasConcept C153180895 @default.
- W4386192282 hasConcept C154945302 @default.
- W4386192282 hasConcept C2776135515 @default.
- W4386192282 hasConcept C37736160 @default.
- W4386192282 hasConcept C38652104 @default.
- W4386192282 hasConcept C41008148 @default.
- W4386192282 hasConcept C41065033 @default.
- W4386192282 hasConcept C50644808 @default.
- W4386192282 hasConcept C75294576 @default.
- W4386192282 hasConcept C7606001 @default.
- W4386192282 hasConcept C95623464 @default.
- W4386192282 hasConceptScore W4386192282C115961682 @default.
- W4386192282 hasConceptScore W4386192282C119857082 @default.
- W4386192282 hasConceptScore W4386192282C153180895 @default.
- W4386192282 hasConceptScore W4386192282C154945302 @default.
- W4386192282 hasConceptScore W4386192282C2776135515 @default.
- W4386192282 hasConceptScore W4386192282C37736160 @default.
- W4386192282 hasConceptScore W4386192282C38652104 @default.
- W4386192282 hasConceptScore W4386192282C41008148 @default.
- W4386192282 hasConceptScore W4386192282C41065033 @default.
- W4386192282 hasConceptScore W4386192282C50644808 @default.
- W4386192282 hasConceptScore W4386192282C75294576 @default.
- W4386192282 hasConceptScore W4386192282C7606001 @default.
- W4386192282 hasConceptScore W4386192282C95623464 @default.
- W4386192282 hasLocation W43861922821 @default.
- W4386192282 hasOpenAccess W4386192282 @default.
- W4386192282 hasPrimaryLocation W43861922821 @default.
- W4386192282 hasRelatedWork W1998510843 @default.
- W4386192282 hasRelatedWork W2085319386 @default.
- W4386192282 hasRelatedWork W2563096758 @default.
- W4386192282 hasRelatedWork W2742991909 @default.
- W4386192282 hasRelatedWork W2891797126 @default.
- W4386192282 hasRelatedWork W2972035100 @default.
- W4386192282 hasRelatedWork W3046843850 @default.
- W4386192282 hasRelatedWork W3112099530 @default.
- W4386192282 hasRelatedWork W4294967885 @default.
- W4386192282 hasRelatedWork W4386716251 @default.
- W4386192282 hasVolume "147" @default.
- W4386192282 isParatext "false" @default.
- W4386192282 isRetracted "false" @default.
- W4386192282 workType "article" @default.