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Machine Learning under Malware Attack
Engelsk
Bogcover for Machine Learning under Malware Attack af Raphael Labaca-Castro, 9783658404413
Specifikationer
Sprog:
Engelsk
Sider:
116
ISBN-13:
9783658404413
Indbinding:
Paperback
ISBN-10:
3658404418
Kategori:
Udg. Dato:
1 feb 2023
Størrelse i cm:
20,9 x 14,8 x 1,3
Oplagsdato:
1 feb 2023
Forfatter(e):

Machine Learning under Malware Attack

Engelsk
Paperback 2023
Format:

Bog beskrivelse
Machine learning has become key in supporting decision-making processes across a wide array of applications, ranging from autonomous vehicles to malware detection. However, while highly accurate, these algorithms have been shown to exhibit vulnerabilities, in which they could be deceived to return preferred predictions. Therefore, carefully crafted adversarial objects may impact the trust of machine learning systems compromising the reliability of their predictions, irrespective of the field in which they are deployed. The goal of this book is to improve the understanding of adversarial attacks, particularly in the malware context, and leverage the knowledge to explore defenses against adaptive adversaries. Furthermore, to study systemic weaknesses that can improve the resilience of machine learning models. 
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Specifikationer
Sprog:
Engelsk
Sider:
116
ISBN-13:
9783658404413
Indbinding:
Paperback
ISBN-10:
3658404418
Kategori:
Udg. Dato:
1 feb 2023
Størrelse i cm:
20,9 x 14,8 x 1,3
Oplagsdato:
1 feb 2023
Forfatter(e):
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