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Adversarial Attack and Defence through Adversarial Training and Feature Fusion for Diabetic Retinopathy Recognition

Due to the rapid growth in artificial intelligence (AI) and deep learning (DL) approaches, the security and robustness of the deployed algorithms need to be guaranteed. The security susceptibility of the DL algorithms to adversarial examples has been widely acknowledged. The artificially created exa...

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Dettagli Bibliografici
Pubblicato in:Sensors (Basel)
Autori principali: Lal, Sheeba, Rehman, Saeed Ur, Shah, Jamal Hussain, Meraj, Talha, Rauf, Hafiz Tayyab, Damaševičius, Robertas, Mohammed, Mazin Abed, Abdulkareem, Karrar Hameed
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI 2021
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8201392/
https://ncbi.nlm.nih.gov/pubmed/34200216
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21113922
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