Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Machine Learning under Malware Attack (Paperback, 1st ed. 2023)
Loot Price: R2,394
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Machine Learning under Malware Attack (Paperback, 1st ed. 2023)
Expected to ship within 10 - 15 working days
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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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