Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895020057> ?p ?o ?g. }
- W2895020057 abstract "We provide a complete characterisation of the phenomenon of adversarial examples - inputs intentionally crafted to fool machine learning models. We aim to cover all the important concerns in this field of study: (1) the conjectures on the existence of adversarial examples, (2) the security, safety and robustness implications, (3) the methods used to generate and (4) protect against adversarial examples and (5) the ability of adversarial examples to transfer between different machine learning models. We provide ample background information in an effort to make this document self-contained. Therefore, this document can be used as survey, tutorial or as a catalog of attacks and defences using adversarial examples." @default.
- W2895020057 created "2018-10-12" @default.
- W2895020057 creator A5018169511 @default.
- W2895020057 creator A5088909074 @default.
- W2895020057 date "2018-10-02" @default.
- W2895020057 modified "2023-10-18" @default.
- W2895020057 title "Adversarial Examples - A Complete Characterisation of the Phenomenon" @default.
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