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Hands-On Artificial Intelligence for Cybersecurity

Hands-On Artificial Intelligence for Cybersecurity

By : Parisi
4.4 (5)
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Hands-On Artificial Intelligence for Cybersecurity

Hands-On Artificial Intelligence for Cybersecurity

4.4 (5)
By: Parisi

Overview of this book

Today's organizations spend billions of dollars globally on cybersecurity. Artificial intelligence has emerged as a great solution for building smarter and safer security systems that allow you to predict and detect suspicious network activity, such as phishing or unauthorized intrusions. This cybersecurity book presents and demonstrates popular and successful AI approaches and models that you can adapt to detect potential attacks and protect your corporate systems. You'll learn about the role of machine learning and neural networks, as well as deep learning in cybersecurity, and you'll also learn how you can infuse AI capabilities into building smart defensive mechanisms. As you advance, you'll be able to apply these strategies across a variety of applications, including spam filters, network intrusion detection, botnet detection, and secure authentication. By the end of this book, you'll be ready to develop intelligent systems that can detect unusual and suspicious patterns and attacks, thereby developing strong network security defenses using AI.
Table of Contents (16 chapters)
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1
Section 1: AI Core Concepts and Tools of the Trade
4
Section 2: Detecting Cybersecurity Threats with AI
8
Section 3: Protecting Sensitive Information and Assets
12
Section 4: Evaluating and Testing Your AI Arsenal

Authentication abuse prevention

In a context such as the current one, characterized by a growing disintermediation of traditional services offered to users in digital forms (such as e-commerce, home banking, and so on), it is important to correctly identify and prevent possible threats that target use's digital identity, such as the risk of identity theft. Moreover, with the rapid spread of the Internet of Things (IoT), the possibility of unauthorized access obtained by exploiting counterfeit credentials (or by stealing them from legitimate owners) is more probable than ever before.

It is the dimension of cyberspace with its increased attack surface, which is determined by the exponential number of connections that can be established between humans and machines, and between machines and machines, that makes the risk of information leakage much more likely.

Protecting user...

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