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Elsevier Advanced Machine Learning for Cyber-Attack Detection in IoT Networks

Name: Advanced Machine Learning for Cyber-Attack Detection in IoT Networks
Brand: Elsevier
Price: 138.49 GBP
Availability: InStock

AI & Machine Learning

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Description

Advanced Machine Learning for Cyber-Attack Detection in IoT Networks analyzes diverse machine learning techniques, including supervised, unsupervised, reinforcement, and deep learning, along with their applications in detecting and preventing cyberattacks in future IoT systems. Chapters investigate the key challenges and vulnerabilities found in IoT security, how to handle challenges in data collection and pre-processing specific to IoT environments, as well as what metrics to consider for evaluating the performance of machine learning models. Other sections look at the training, validation, and evaluation of supervised learning models and present case studies and examples that demonstrate the application of supervised learning in IoT security. Presents a comprehensive overview of research on IoT security threats and potential attacks Investigates machine learning techniques, their mathematical foundations, and their application in cybersecurity Presents metrics for evaluating the performance of machine learning models as well as benchmark datasets and evaluation frameworks for assessing IoT systems

Product Specifications

Brand: Elsevier
Format: paperback
ASIN: 0443290326
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 02 June 2025
Listed Since: 19 July 2024

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Elsevier Advanced Machine Learning for Cyber-Attack Detection in IoT Networks

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