FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313594238> ?p ?o ?g. }

• W4313594238 endingPage "638" @default.
• W4313594238 startingPage "624" @default.
• W4313594238 abstract "The Internet of Things (IoT) ecosystem that integrates a wide variety of intelligent multimedia applications and services has undergone a tremendous transformation over the years. As an essential approach for securing IoT-based multimedia services, Artificial Intelligence (AI) has been in innovation at a rapid pace. However, many machine learning systems are vulnerable to adversarial examples, including advanced deep neural networks. By making imperceptible modifications to real examples, the prediction will deviate far from the correct value. A deep reinforcement learning-based black-box attacker on the image classification model is introduced in our research. Different from the existing black-box attacks, which require massive queries and trials in the pixel space, the proposed method compresses the images into latent space through variational inference, querying the optimal examples efficiently with actor-critic networks. Rather than patch-to-patch translation with generative adversarial networks in related works, the fake examples are generated by gradually superimposing the perturbations into the latent space at each step through the Markov decision process (MDP) to high stability and good astringency of the attacker. Experiments evaluated on the ImageNet dataset demonstrate that the proposed attacker can generate adversarial images for most samples in limited steps, greatly reducing the accuracy of the model." @default.
• W4313594238 created "2023-01-06" @default.
• W4313594238 creator A5005637556 @default.
• W4313594238 creator A5035560190 @default.
• W4313594238 creator A5047424537 @default.
• W4313594238 creator A5057916222 @default.
• W4313594238 creator A5060514022 @default.
• W4313594238 creator A5067744883 @default.
• W4313594238 date "2023-05-01" @default.
• W4313594238 modified "2023-10-16" @default.
• W4313594238 title "Black-box attacks on image classification model with advantage actor-critic algorithm in latent space" @default.
• W4313594238 cites W2046376809 @default.
• W4313594238 cites W2117539524 @default.
• W4313594238 cites W2528578439 @default.
• W4313594238 cites W2549139847 @default.
• W4313594238 cites W2788097838 @default.
• W4313594238 cites W2790670692 @default.
• W4313594238 cites W2793588429 @default.
• W4313594238 cites W2945309343 @default.
• W4313594238 cites W2953545387 @default.
• W4313594238 cites W2963538198 @default.
• W4313594238 cites W2963564844 @default.
• W4313594238 cites W2963612069 @default.
• W4313594238 cites W2963671728 @default.
• W4313594238 cites W2963726920 @default.
• W4313594238 cites W2963857521 @default.
• W4313594238 cites W2964152294 @default.
• W4313594238 cites W3000651374 @default.
• W4313594238 cites W3013467227 @default.
• W4313594238 cites W3013654797 @default.
• W4313594238 cites W3103557498 @default.
• W4313594238 cites W3108072218 @default.
• W4313594238 cites W3153496855 @default.
• W4313594238 doi "https://doi.org/10.1016/j.ins.2023.01.019" @default.
• W4313594238 hasPublicationYear "2023" @default.
• W4313594238 type Work @default.
• W4313594238 citedByCount "1" @default.
• W4313594238 countsByYear W43135942382023 @default.
• W4313594238 crossrefType "journal-article" @default.
• W4313594238 hasAuthorship W4313594238A5005637556 @default.
• W4313594238 hasAuthorship W4313594238A5035560190 @default.
• W4313594238 hasAuthorship W4313594238A5047424537 @default.
• W4313594238 hasAuthorship W4313594238A5057916222 @default.
• W4313594238 hasAuthorship W4313594238A5060514022 @default.
• W4313594238 hasAuthorship W4313594238A5067744883 @default.
• W4313594238 hasConcept C105795698 @default.
• W4313594238 hasConcept C106189395 @default.
• W4313594238 hasConcept C108583219 @default.
• W4313594238 hasConcept C111919701 @default.
• W4313594238 hasConcept C119857082 @default.
• W4313594238 hasConcept C13280743 @default.
• W4313594238 hasConcept C154945302 @default.
• W4313594238 hasConcept C159886148 @default.
• W4313594238 hasConcept C205649164 @default.
• W4313594238 hasConcept C2776214188 @default.
• W4313594238 hasConcept C2777526511 @default.
• W4313594238 hasConcept C2778572836 @default.
• W4313594238 hasConcept C33923547 @default.
• W4313594238 hasConcept C37736160 @default.
• W4313594238 hasConcept C41008148 @default.
• W4313594238 hasConcept C50644808 @default.
• W4313594238 hasConcept C94966114 @default.
• W4313594238 hasConcept C97541855 @default.
• W4313594238 hasConceptScore W4313594238C105795698 @default.
• W4313594238 hasConceptScore W4313594238C106189395 @default.
• W4313594238 hasConceptScore W4313594238C108583219 @default.
• W4313594238 hasConceptScore W4313594238C111919701 @default.
• W4313594238 hasConceptScore W4313594238C119857082 @default.
• W4313594238 hasConceptScore W4313594238C13280743 @default.
• W4313594238 hasConceptScore W4313594238C154945302 @default.
• W4313594238 hasConceptScore W4313594238C159886148 @default.
• W4313594238 hasConceptScore W4313594238C205649164 @default.
• W4313594238 hasConceptScore W4313594238C2776214188 @default.
• W4313594238 hasConceptScore W4313594238C2777526511 @default.
• W4313594238 hasConceptScore W4313594238C2778572836 @default.
• W4313594238 hasConceptScore W4313594238C33923547 @default.
• W4313594238 hasConceptScore W4313594238C37736160 @default.
• W4313594238 hasConceptScore W4313594238C41008148 @default.
• W4313594238 hasConceptScore W4313594238C50644808 @default.
• W4313594238 hasConceptScore W4313594238C94966114 @default.
• W4313594238 hasConceptScore W4313594238C97541855 @default.
• W4313594238 hasFunder F4320321001 @default.
• W4313594238 hasFunder F4320323230 @default.
• W4313594238 hasFunder F4320324173 @default.
• W4313594238 hasFunder F4320330485 @default.
• W4313594238 hasFunder F4320335787 @default.
• W4313594238 hasLocation W43135942381 @default.
• W4313594238 hasOpenAccess W4313594238 @default.
• W4313594238 hasPrimaryLocation W43135942381 @default.
• W4313594238 hasRelatedWork W2930926105 @default.
• W4313594238 hasRelatedWork W2963115223 @default.
• W4313594238 hasRelatedWork W3014300295 @default.
• W4313594238 hasRelatedWork W4223943233 @default.
• W4313594238 hasRelatedWork W4225161397 @default.
• W4313594238 hasRelatedWork W4312200629 @default.
• W4313594238 hasRelatedWork W4360585206 @default.
• W4313594238 hasRelatedWork W4364306694 @default.
• W4313594238 hasRelatedWork W4380075502 @default.

• next