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A System-Driven Taxonomy of Attacks and Defenses in Adversarial Machine Learning

Machine Learning (ML) algorithms, specifically supervised learning, are widely used in modern real-world applications, which utilize Computational Intelligence (CI) as their core technology, such as autonomous vehicles, assistive robots, and biometric systems. Attacks that cause misclassifications o...

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Veröffentlicht in:IEEE Trans Emerg Top Comput Intell
Hauptverfasser: Sadeghi, Koosha, Banerjee, Ayan, Gupta, Sandeep K. S.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7971418/
https://ncbi.nlm.nih.gov/pubmed/33748635
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/tetci.2020.2968933
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