Cyber Security Meets Machine Learning

Name: Cyber Security Meets Machine Learning
Brand: Springer Verlag, Singapore
SKU: 9789813367258
Price: 757.94 RON
Availability: InStock

Autor: Willy Susilo, Elisa Bertino

Limbă:

Legare: Copertă tare

Editura: Springer Verlag, Singapore

Disponibilitate: În depozitul extern

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Machine learning boosts the capabilities of security solutions in the modern cyber environment. Howe...

Informații despre carte

Autor

Willy Susilo, Elisa Bertino

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2021

Pagini

176

EAN

9789813367258

ISBN

9813367253

Enbook ID

33558919

Editura

Springer Verlag, Singapore

Greutate

436

Dimensiuni

160 x 241 x 15

Descriere completă

Machine learning boosts the capabilities of security solutions in the modern cyber environment. However, there are also security concerns associated with machine learning models and approaches: the vulnerability of machine learning models to adversarial attacks is a fatal flaw in the artificial intelligence technologies, and the privacy of the data used in the training and testing periods is also causing increasing concern among users.This book reviews the latest research in the area, including effective applications of machine learning methods in cybersecurity solutions and the urgent security risks related to the machine learning models. The book is divided into three parts: Cyber Security Based on Machine Learning; Security in Machine Learning Methods and Systems; and Security and Privacy in Outsourced Machine Learning.Addressing hot topics in cybersecurity and written by leading researchers in the field, the book features self-contained chapters to allow readers to select topics that are relevant to their needs. It is a valuable resource for all those interested in cybersecurity and robust machine learning, including graduate students and academic and industrial researchers, wanting to gain insights into cutting-edge research topics, as well as related tools and inspiring innovations.

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