£108.32

CRC Press AI, Machine Learning and Deep Learning Security Book

Name: CRC Press AI, Machine Learning and Deep Learning Security Book
Brand: CRC Press
Price: 108.32 GBP
Availability: InStock

AI & Machine Learning

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Description

As Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) become central to modern information technology, understanding their security implications is vital. This book from CRC Press examines the vulnerabilities present in the intelligent devices and algorithms that power our society today. While AI/ML/DL tools drive smart operations across countless internet applications and electronic devices, they are not immune to risk. This text explores how these systems can be targeted by various attacks and threats. You will learn about how AI parameters can be distorted by internal attackers, how DL input samples can be polluted by adversaries, and how ML models can be misled by changes to classification boundaries. This resource provides a necessary perspective on the security challenges facing the next generation of smart technology. It is designed for those looking to understand the specific attack vectors that threaten the integrity of automated decision-making systems and intelligent algorithms.

Key Features

Examines the security vulnerabilities inherent in AI, Machine Learning, and Deep Learning algorithms used in modern IT.

Provides insight into how internal attackers may distort AI parameters to compromise system integrity.

Covers methods used by adversaries to pollute Deep Learning input samples through targeted attacks.

Explores how Machine Learning models can be misled by unauthorized changes to classification boundaries.

Analyzes the risks associated with the widespread use of AI/ML/DL tools in internet applications and electronic devices.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 1032034041
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 05 June 2023
Listed Since: 16 November 2022

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CRC Press AI, Machine Learning and Deep Learning Security Book

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