FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3023761398> ?p ?o ?g. }

• W3023761398 endingPage "26" @default.
• W3023761398 startingPage "3" @default.
• W3023761398 abstract "Fueled by massive amounts of data, models produced by machine-learning (ML) algorithms, especially deep neural networks, are being used in diverse domains where trustworthiness is a concern, including automotive systems, finance, health care, natural language processing, and malware detection. Of particular concern is the use of ML algorithms in cyber-physical systems (CPS), such as self-driving cars and aviation, where an adversary can cause serious consequences. However, existing approaches to generating adversarial examples and devising robust ML algorithms mostly ignore the semantics and context of the overall system containing the ML component. For example, in an autonomous vehicle using deep learning for perception, not every adversarial example for the neural network might lead to a harmful consequence. Moreover, one may want to prioritize the search for adversarial examples towards those that significantly modify the desired semantics of the overall system. Along the same lines, existing algorithms for constructing robust ML algorithms ignore the specification of the overall system. In this paper, we argue that the semantics and specification of the overall system has a crucial role to play in this line of research. We present preliminary research results that support this claim." @default.
• W3023761398 created "2020-05-13" @default.
• W3023761398 creator A5064230639 @default.
• W3023761398 creator A5084296935 @default.
• W3023761398 creator A5088826068 @default.
• W3023761398 date "2018-01-01" @default.
• W3023761398 modified "2023-09-27" @default.
• W3023761398 title "Semantic Adversarial Deep Learning" @default.
• W3023761398 cites W1019830208 @default.
• W3023761398 cites W1547304883 @default.
• W3023761398 cites W1966948031 @default.
• W3023761398 cites W2026629052 @default.
• W3023761398 cites W2095577883 @default.
• W3023761398 cites W2125908420 @default.
• W3023761398 cites W2155893237 @default.
• W3023761398 cites W2158395308 @default.
• W3023761398 cites W2160815625 @default.
• W3023761398 cites W2180612164 @default.
• W3023761398 cites W2238629437 @default.
• W3023761398 cites W2250539671 @default.
• W3023761398 cites W2543296129 @default.
• W3023761398 cites W2565186948 @default.
• W3023761398 cites W2594877703 @default.
• W3023761398 cites W2603766943 @default.
• W3023761398 cites W2791251367 @default.
• W3023761398 cites W2956034981 @default.
• W3023761398 cites W2963398918 @default.
• W3023761398 cites W2963564844 @default.
• W3023761398 cites W2963857521 @default.
• W3023761398 cites W3163244177 @default.
• W3023761398 cites W4233503810 @default.
• W3023761398 cites W4301014524 @default.
• W3023761398 doi "https://doi.org/10.1007/978-3-319-96145-3_1" @default.
• W3023761398 hasPublicationYear "2018" @default.
• W3023761398 type Work @default.
• W3023761398 sameAs 3023761398 @default.
• W3023761398 citedByCount "47" @default.
• W3023761398 countsByYear W30237613982017 @default.
• W3023761398 countsByYear W30237613982018 @default.
• W3023761398 countsByYear W30237613982019 @default.
• W3023761398 countsByYear W30237613982020 @default.
• W3023761398 countsByYear W30237613982021 @default.
• W3023761398 countsByYear W30237613982022 @default.
• W3023761398 countsByYear W30237613982023 @default.
• W3023761398 crossrefType "book-chapter" @default.
• W3023761398 hasAuthorship W3023761398A5064230639 @default.
• W3023761398 hasAuthorship W3023761398A5084296935 @default.
• W3023761398 hasAuthorship W3023761398A5088826068 @default.
• W3023761398 hasBestOaLocation W30237613981 @default.
• W3023761398 hasConcept C108583219 @default.
• W3023761398 hasConcept C119857082 @default.
• W3023761398 hasConcept C127413603 @default.
• W3023761398 hasConcept C134306372 @default.
• W3023761398 hasConcept C146978453 @default.
• W3023761398 hasConcept C151730666 @default.
• W3023761398 hasConcept C154945302 @default.
• W3023761398 hasConcept C184337299 @default.
• W3023761398 hasConcept C199360897 @default.
• W3023761398 hasConcept C2779343474 @default.
• W3023761398 hasConcept C33923547 @default.
• W3023761398 hasConcept C36503486 @default.
• W3023761398 hasConcept C37736160 @default.
• W3023761398 hasConcept C38652104 @default.
• W3023761398 hasConcept C41008148 @default.
• W3023761398 hasConcept C41065033 @default.
• W3023761398 hasConcept C50644808 @default.
• W3023761398 hasConcept C526921623 @default.
• W3023761398 hasConcept C86803240 @default.
• W3023761398 hasConceptScore W3023761398C108583219 @default.
• W3023761398 hasConceptScore W3023761398C119857082 @default.
• W3023761398 hasConceptScore W3023761398C127413603 @default.
• W3023761398 hasConceptScore W3023761398C134306372 @default.
• W3023761398 hasConceptScore W3023761398C146978453 @default.
• W3023761398 hasConceptScore W3023761398C151730666 @default.
• W3023761398 hasConceptScore W3023761398C154945302 @default.
• W3023761398 hasConceptScore W3023761398C184337299 @default.
• W3023761398 hasConceptScore W3023761398C199360897 @default.
• W3023761398 hasConceptScore W3023761398C2779343474 @default.
• W3023761398 hasConceptScore W3023761398C33923547 @default.
• W3023761398 hasConceptScore W3023761398C36503486 @default.
• W3023761398 hasConceptScore W3023761398C37736160 @default.
• W3023761398 hasConceptScore W3023761398C38652104 @default.
• W3023761398 hasConceptScore W3023761398C41008148 @default.
• W3023761398 hasConceptScore W3023761398C41065033 @default.
• W3023761398 hasConceptScore W3023761398C50644808 @default.
• W3023761398 hasConceptScore W3023761398C526921623 @default.
• W3023761398 hasConceptScore W3023761398C86803240 @default.
• W3023761398 hasLocation W30237613981 @default.
• W3023761398 hasLocation W30237613982 @default.
• W3023761398 hasLocation W30237613983 @default.
• W3023761398 hasLocation W30237613984 @default.
• W3023761398 hasOpenAccess W3023761398 @default.
• W3023761398 hasPrimaryLocation W30237613981 @default.
• W3023761398 hasRelatedWork W3014300295 @default.
• W3023761398 hasRelatedWork W3164822677 @default.
• W3023761398 hasRelatedWork W4223943233 @default.
• W3023761398 hasRelatedWork W4225161397 @default.
• W3023761398 hasRelatedWork W4250304930 @default.

• next