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Mastering Hacking With Ai
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Book Synopsis Mastering hacking with AI by : Kris Hermans
Download or read book Mastering hacking with AI written by Kris Hermans and published by Cybellium Ltd. This book was released on with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving world of cybersecurity, the intersection of hacking and artificial intelligence (AI) has become an arena of immense potential. "Mastering Hacking with AI" by Kris Hermans is your comprehensive guide to harnessing the power of AI for ethical hacking purposes. This groundbreaking book takes you on a transformative journey, equipping you with the knowledge and skills to master the fusion of hacking and AI. Inside this groundbreaking book, you will: Explore the core principles of hacking and AI, including machine learning techniques, natural language processing, anomaly detection, and adversarial attacks, enabling you to develop advanced hacking strategies. Gain hands-on experience through real-world examples, step-by-step tutorials, and AI-driven tools, allowing you to apply AI techniques to identify vulnerabilities, automate penetration testing, and enhance threat intelligence. Understand the ethical implications of AI-driven hacking and learn how to responsibly use AI for cybersecurity purposes, adhering to legal and ethical frameworks. Stay ahead of the curve with discussions on emerging trends in AI and their impact on cybersecurity, such as AI-powered defences, deepfake detection, and autonomous threat hunting.
Download or read book Hacking AI written by Hans Weber and published by . This book was released on 2021-05-25 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ever found yourself being fascinated by the idea of being able to hack into any system? While modern culture has pushed hacking to a screen-based villainous role that can do miracles, there is much more to hacking that remains untold. Hardly anyone feels it necessary to mention how hacking can be an illustrious career option. Similarly, the ease with which cyberattacks can be diverted often remains untold. Luckily for you, we're here to tell you all about it in a quick and simple guide that should let you enter the mind of a hacker. Never let yourself be at risk again! In this book, we will explore: -The different types of hackers and their purposes -How hacking works -The various steps in a hacking attack -Why networking and scripting so important in hacking -The different tools that are used in hacking -The different techniques hackers use to get to your data -How to keep yourself safe from cyber-attacks -The ins and outs of cybersecurity and how it aims to keep you safe -How your data is protected from hackers -How to ensure that your cybersecurity is adequate And much much more! So pull up your socks (or gloves if you prefer leaving no fingerprints behind) and get ready to explore the wondrous world of these cyber-geniuses through easy-to-read text and compelling descriptions that will immerse you within the world of scripts and codes. Learning about hacking has never been easier!
Book Synopsis Machine Learning for Red Team Hackers by : Dr Emmanuel Tsukerman
Download or read book Machine Learning for Red Team Hackers written by Dr Emmanuel Tsukerman and published by Independently Published. This book was released on 2020-08-15 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Everyone knows that AI and machine learning are the future of penetration testing. Large cybersecurity enterprises talk about hackers automating and smartening their tools; The newspapers report on cybercriminals utilizing voice transfer technology to impersonate CEOs; The media warns us about the implications of DeepFakes in politics and beyond...This book finally teaches you how to use Machine Learning for Penetration Testing.This book will be teaching you, in a hands-on and practical manner, how to use the Machine Learning to perform penetration testing attacks, and how to perform penetration testing attacks ON Machine Learning systems. It will teach you techniques that few hackers or security experts know about.You will learn- how to supercharge your vulnerability fuzzing using Machine Learning.- how to evade Machine Learning malware classifiers.- how to perform adversarial attacks on commercially-available Machine Learning as a Service models.- how to bypass CAPTCHAs using Machine Learning.- how to create Deepfakes.- how to poison, backdoor and steal Machine Learning models.And you will solidify your slick new skills in fun hands-on assignments.
Book Synopsis Hacking the Hacker by : Roger A. Grimes
Download or read book Hacking the Hacker written by Roger A. Grimes and published by John Wiley & Sons. This book was released on 2017-04-18 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meet the world's top ethical hackers and explore the tools of the trade Hacking the Hacker takes you inside the world of cybersecurity to show you what goes on behind the scenes, and introduces you to the men and women on the front lines of this technological arms race. Twenty-six of the world's top white hat hackers, security researchers, writers, and leaders, describe what they do and why, with each profile preceded by a no-experience-necessary explanation of the relevant technology. Dorothy Denning discusses advanced persistent threats, Martin Hellman describes how he helped invent public key encryption, Bill Cheswick talks about firewalls, Dr. Charlie Miller talks about hacking cars, and other cybersecurity experts from around the world detail the threats, their defenses, and the tools and techniques they use to thwart the most advanced criminals history has ever seen. Light on jargon and heavy on intrigue, this book is designed to be an introduction to the field; final chapters include a guide for parents of young hackers, as well as the Code of Ethical Hacking to help you start your own journey to the top. Cybersecurity is becoming increasingly critical at all levels, from retail businesses all the way up to national security. This book drives to the heart of the field, introducing the people and practices that help keep our world secure. Go deep into the world of white hat hacking to grasp just how critical cybersecurity is Read the stories of some of the world's most renowned computer security experts Learn how hackers do what they do—no technical expertise necessary Delve into social engineering, cryptography, penetration testing, network attacks, and more As a field, cybersecurity is large and multi-faceted—yet not historically diverse. With a massive demand for qualified professional that is only going to grow, opportunities are endless. Hacking the Hacker shows you why you should give the field a closer look.
Book Synopsis Gray Hat Hacking A.I. by : Zer0 Craig
Download or read book Gray Hat Hacking A.I. written by Zer0 Craig and published by Independently Published. This book was released on 2024-08-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book delves into the dark side of artificial intelligence, revealing how modern AI systems can be targeted, exploited, and manipulated by malicious actors. This comprehensive guide is an essential resource for cybersecurity professionals, ethical hackers, and AI developers seeking to understand the evolving threats posed by AI-driven technologies. From exploring the vulnerabilities of AI systems to illustrating real-world hacking techniques with hands-on examples and code, this book covers everything from data poisoning, adversarial attacks, and prompt injections to large-scale automated assaults using AI-powered botnets. Each chapter uncovers how attackers manipulate AI systems while also offering defense strategies and tools to mitigate these risks. Designed for those with a deep understanding of cybersecurity, Gray Hat Hacking AI brings clarity to the intricate relationship between AI and security, providing readers with the knowledge needed to stay ahead of potential threats. Ethical hacking principles are emphasized throughout, with clear warnings against illegal activities. Whether you're securing AI systems or exploring the latest trends in cyber threats, this book is your definitive guide to mastering the offensive and defensive sides of AI hacking. Disclaimer: This book is intended for educational and ethical purposes only. The misuse of the information provided is solely the responsibility of the reader.
Book Synopsis Mastering Machine Learning for Penetration Testing by : Chiheb Chebbi
Download or read book Mastering Machine Learning for Penetration Testing written by Chiheb Chebbi and published by Packt Publishing Ltd. This book was released on 2018-06-27 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become a master at penetration testing using machine learning with Python Key Features Identify ambiguities and breach intelligent security systems Perform unique cyber attacks to breach robust systems Learn to leverage machine learning algorithms Book Description Cyber security is crucial for both businesses and individuals. As systems are getting smarter, we now see machine learning interrupting computer security. With the adoption of machine learning in upcoming security products, it’s important for pentesters and security researchers to understand how these systems work, and to breach them for testing purposes. This book begins with the basics of machine learning and the algorithms used to build robust systems. Once you’ve gained a fair understanding of how security products leverage machine learning, you'll dive into the core concepts of breaching such systems. Through practical use cases, you’ll see how to find loopholes and surpass a self-learning security system. As you make your way through the chapters, you’ll focus on topics such as network intrusion detection and AV and IDS evasion. We’ll also cover the best practices when identifying ambiguities, and extensive techniques to breach an intelligent system. By the end of this book, you will be well-versed with identifying loopholes in a self-learning security system and will be able to efficiently breach a machine learning system. What you will learn Take an in-depth look at machine learning Get to know natural language processing (NLP) Understand malware feature engineering Build generative adversarial networks using Python libraries Work on threat hunting with machine learning and the ELK stack Explore the best practices for machine learning Who this book is for This book is for pen testers and security professionals who are interested in learning techniques to break an intelligent security system. Basic knowledge of Python is needed, but no prior knowledge of machine learning is necessary.
Book Synopsis A Hacker's Mind: How the Powerful Bend Society's Rules, and How to Bend them Back by : Bruce Schneier
Download or read book A Hacker's Mind: How the Powerful Bend Society's Rules, and How to Bend them Back written by Bruce Schneier and published by W. W. Norton & Company. This book was released on 2023-02-07 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: It’s not just computers—hacking is everywhere. Legendary cybersecurity expert and New York Times best-selling author Bruce Schneier reveals how using a hacker’s mindset can change how you think about your life and the world. A hack is any means of subverting a system’s rules in unintended ways. The tax code isn’t computer code, but a series of complex formulas. It has vulnerabilities; we call them “loopholes.” We call exploits “tax avoidance strategies.” And there is an entire industry of “black hat” hackers intent on finding exploitable loopholes in the tax code. We call them accountants and tax attorneys. In A Hacker’s Mind, Bruce Schneier takes hacking out of the world of computing and uses it to analyze the systems that underpin our society: from tax laws to financial markets to politics. He reveals an array of powerful actors whose hacks bend our economic, political, and legal systems to their advantage, at the expense of everyone else. Once you learn how to notice hacks, you’ll start seeing them everywhere—and you’ll never look at the world the same way again. Almost all systems have loopholes, and this is by design. Because if you can take advantage of them, the rules no longer apply to you. Unchecked, these hacks threaten to upend our financial markets, weaken our democracy, and even affect the way we think. And when artificial intelligence starts thinking like a hacker—at inhuman speed and scale—the results could be catastrophic. But for those who would don the “white hat,” we can understand the hacking mindset and rebuild our economic, political, and legal systems to counter those who would exploit our society. And we can harness artificial intelligence to improve existing systems, predict and defend against hacks, and realize a more equitable world.
Book Synopsis Hacker Mindset: Psychological Tactics and Strategies for Mastering Social Engineering by : Josh Luberisse
Download or read book Hacker Mindset: Psychological Tactics and Strategies for Mastering Social Engineering written by Josh Luberisse and published by Fortis Novum Mundum. This book was released on with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Hacker Mindset: Psychological Tactics and Strategies for Mastering Social Engineering" is an authoritative and comprehensive guide that delves deep into the psychology of cyber attackers and equips cybersecurity professionals with the knowledge and tools to defend against social engineering attacks. This essential resource offers a unique blend of psychological insights and practical cybersecurity strategies, making it an invaluable asset for red teamers, ethical hackers, and security professionals seeking to enhance their skills and protect critical systems and assets. With a focus on understanding the hacker mindset, this book provides a thorough exploration of the techniques and methodologies used by social engineers to exploit human vulnerabilities. Gain a deep understanding of the psychological principles behind social engineering, including authority, scarcity, social proof, reciprocity, consistency, and emotional manipulation. Learn how attackers leverage these principles to deceive and manipulate their targets. Discover the latest tools and techniques for conducting advanced reconnaissance, vulnerability scanning, and exploitation, covering essential frameworks and software, such as Metasploit, Cobalt Strike, and OSINT tools like Maltego and Shodan. Explore the unique social engineering threats faced by various sectors, including healthcare, finance, government, and military, and learn how to implement targeted defenses and countermeasures to mitigate these risks effectively. Understand how AI, machine learning, and other advanced technologies are transforming the field of cybersecurity and how to integrate these technologies into your defensive strategies to enhance threat detection, analysis, and response. Discover the importance of realistic training scenarios and continuous education in preparing cybersecurity professionals for real-world threats. Learn how to design and conduct effective red team/blue team exercises and capture-the-flag competitions. Navigate the complex legal and ethical landscape of offensive cybersecurity operations with guidance on adhering to international laws, military ethics, and best practices to ensure your actions are justified, lawful, and morally sound. Benefit from detailed case studies and real-world examples that illustrate the practical application of social engineering tactics and defensive strategies, providing valuable lessons and highlighting best practices for safeguarding against cyber threats. "Hacker Mindset: Psychological Tactics and Strategies for Mastering Social Engineering" is designed to not only enhance your technical skills but also to foster a deeper understanding of the human element in cybersecurity. Whether you are a seasoned cybersecurity professional or new to the field, this book provides the essential knowledge and strategies needed to effectively defend against the growing threat of social engineering attacks. Equip yourself with the insights and tools necessary to stay one step ahead of cyber adversaries and protect your organization's critical assets.
Book Synopsis The Art of Invisibility by : Kevin Mitnick
Download or read book The Art of Invisibility written by Kevin Mitnick and published by Back Bay Books. This book was released on 2019-09-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-world advice on how to be invisible online from "the FBI's most-wanted hacker" (Wired) Your every step online is being tracked and stored, and your identity easily stolen. Big companies and big governments want to know and exploit what you do, and privacy is a luxury few can afford or understand. In this explosive yet practical book, computer-security expert Kevin Mitnick uses true-life stories to show exactly what is happening without your knowledge, and teaches you "the art of invisibility": online and everyday tactics to protect you and your family, using easy step-by-step instructions. Reading this book, you will learn everything from password protection and smart Wi-Fi usage to advanced techniques designed to maximize your anonymity. Invisibility isn't just for superheroes--privacy is a power you deserve and need in the age of Big Brother and Big Data.
Book Synopsis Computational Explorations in Cognitive Neuroscience by : Randall C. O'Reilly
Download or read book Computational Explorations in Cognitive Neuroscience written by Randall C. O'Reilly and published by MIT Press. This book was released on 2000-08-28 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the computational cognitive neuroscience. The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in the simulations use equations based directly on the ion channels that govern the behavior of real neurons, and the neural networks incorporate anatomical and physiological properties of the neocortex. Thus the text provides the student with knowledge of the basic biology of the brain as well as the computational skills needed to simulate large-scale cognitive phenomena. The text consists of two parts. The first part covers basic neural computation mechanisms: individual neurons, neural networks, and learning mechanisms. The second part covers large-scale brain area organization and cognitive phenomena: perception and attention, memory, language, and higher-level cognition. The second part is relatively self-contained and can be used separately for mechanistically oriented cognitive neuroscience courses. Integrated throughout the text are more than forty different simulation models, many of them full-scale research-grade models, with friendly interfaces and accompanying exercises. The simulation software (PDP++, available for all major platforms) and simulations can be downloaded free of charge from the Web. Exercise solutions are available, and the text includes full information on the software.
Book Synopsis Learn Ethical Hacking from Scratch by : Zaid Sabih
Download or read book Learn Ethical Hacking from Scratch written by Zaid Sabih and published by Packt Publishing Ltd. This book was released on 2018-07-31 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to hack systems like black hat hackers and secure them like security experts Key Features Understand how computer systems work and their vulnerabilities Exploit weaknesses and hack into machines to test their security Learn how to secure systems from hackers Book Description This book starts with the basics of ethical hacking, how to practice hacking safely and legally, and how to install and interact with Kali Linux and the Linux terminal. You will explore network hacking, where you will see how to test the security of wired and wireless networks. You’ll also learn how to crack the password for any Wi-Fi network (whether it uses WEP, WPA, or WPA2) and spy on the connected devices. Moving on, you will discover how to gain access to remote computer systems using client-side and server-side attacks. You will also get the hang of post-exploitation techniques, including remotely controlling and interacting with the systems that you compromised. Towards the end of the book, you will be able to pick up web application hacking techniques. You'll see how to discover, exploit, and prevent a number of website vulnerabilities, such as XSS and SQL injections. The attacks covered are practical techniques that work against real systems and are purely for educational purposes. At the end of each section, you will learn how to detect, prevent, and secure systems from these attacks. What you will learn Understand ethical hacking and the different fields and types of hackers Set up a penetration testing lab to practice safe and legal hacking Explore Linux basics, commands, and how to interact with the terminal Access password-protected networks and spy on connected clients Use server and client-side attacks to hack and control remote computers Control a hacked system remotely and use it to hack other systems Discover, exploit, and prevent a number of web application vulnerabilities such as XSS and SQL injections Who this book is for Learning Ethical Hacking from Scratch is for anyone interested in learning how to hack and test the security of systems like professional hackers and security experts.
Book Synopsis Hacking the Hacker by : Roger A. Grimes
Download or read book Hacking the Hacker written by Roger A. Grimes and published by John Wiley & Sons. This book was released on 2017-05-01 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meet the world's top ethical hackers and explore the tools of the trade Hacking the Hacker takes you inside the world of cybersecurity to show you what goes on behind the scenes, and introduces you to the men and women on the front lines of this technological arms race. Twenty-six of the world's top white hat hackers, security researchers, writers, and leaders, describe what they do and why, with each profile preceded by a no-experience-necessary explanation of the relevant technology. Dorothy Denning discusses advanced persistent threats, Martin Hellman describes how he helped invent public key encryption, Bill Cheswick talks about firewalls, Dr. Charlie Miller talks about hacking cars, and other cybersecurity experts from around the world detail the threats, their defenses, and the tools and techniques they use to thwart the most advanced criminals history has ever seen. Light on jargon and heavy on intrigue, this book is designed to be an introduction to the field; final chapters include a guide for parents of young hackers, as well as the Code of Ethical Hacking to help you start your own journey to the top. Cybersecurity is becoming increasingly critical at all levels, from retail businesses all the way up to national security. This book drives to the heart of the field, introducing the people and practices that help keep our world secure. Go deep into the world of white hat hacking to grasp just how critical cybersecurity is Read the stories of some of the world's most renowned computer security experts Learn how hackers do what they do—no technical expertise necessary Delve into social engineering, cryptography, penetration testing, network attacks, and more As a field, cybersecurity is large and multi-faceted—yet not historically diverse. With a massive demand for qualified professional that is only going to grow, opportunities are endless. Hacking the Hacker shows you why you should give the field a closer look.
Book Synopsis Human Hacking by : Christopher Hadnagy
Download or read book Human Hacking written by Christopher Hadnagy and published by HarperCollins. This book was released on 2021-01-05 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: A global security expert draws on psychological insights to help you master the art of social engineering—human hacking. Make friends, influence people, and leave them feeling better for having met you by being more empathetic, generous, and kind. Eroding social conventions, technology, and rapid economic change are making human beings more stressed and socially awkward and isolated than ever. We live in our own bubbles, reluctant to connect, and feeling increasingly powerless, insecure, and apprehensive when communicating with others. A pioneer in the field of social engineering and a master hacker, Christopher Hadnagy specializes in understanding how malicious attackers exploit principles of human communication to access information and resources through manipulation and deceit. Now, he shows you how to use social engineering as a force for good—to help you regain your confidence and control. Human Hacking provides tools that will help you establish rapport with strangers, use body language and verbal cues to your advantage, steer conversations and influence other’s decisions, and protect yourself from manipulators. Ultimately, you’ll become far more self-aware about how you’re presenting yourself—and able to use it to improve your life. Hadnagy includes lessons and interactive “missions”—exercises spread throughout the book to help you learn the skills, practice them, and master them. With Human Hacking, you’ll soon be winning friends, influencing people, and achieving your goals.
Book Synopsis Learn Hacking in 24 Hours by : Alex Nordeen
Download or read book Learn Hacking in 24 Hours written by Alex Nordeen and published by Guru99. This book was released on 2020-09-15 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are attracted to Hacking world, this book must be your first step. This book teaches you how to think like hackers and protect your computer system from malware, viruses, etc. It will give you insight on various techniques and tools used by hackers for hacking. The book demonstrates how easy it is to penetrate other system and breach cyber security. At the same time, you will also learn how to fight these viruses with minimum damage to the system. Irrespective of your background, you will easily understand all technical jargons of hacking covered in the book. It also covers the testing methods used by ethical hackers to expose the security loopholes in the system. Once familiar with the basic concept of hacking in this book, even dummies can hack a system. Not only beginners but peers will also like to try hands-on exercise given in the book. Table Of Content Chapter 1: Introduction 1. What is hacking? 2. Common hacking terminologies 3. What is Cybercrime? 4. What is ethical hacking? Chapter 2: Potential Security Threats 1. What is a threat? 2. What are Physical Threats? 3. What are Non-physical Threats? Chapter 3: Hacking Tools & Skills 1. What is a programming language? 2. What languages should I learn? 3. What are hacking tools? 4. Commonly Used Hacking Tools Chapter 4: Social Engineering 1. What is social engineering? 2. Common Social Engineering Techniques 3. Social Engineering Counter Measures Chapter 5: Cryptography 1. What is cryptography? 2. What is cryptanalysis? 3. What is cryptology? 4. Encryption Algorithms 5. Hacking Activity: Hack Now! Chapter 6: Cracking Password 1. What is password cracking? 2. What is password strength? 3. Password cracking techniques 4. Password Cracking Tools 5. Password Cracking Counter Measures Chapter 7: Trojans, Viruses and Worms 1. What is a Trojan? 2. What is a worm? 3. What is a virus? 4. Trojans, viruses and worms counter measures Chapter 8: Network Sniffers 1. What is IP and MAC Addresses 2. What is network sniffing? 3. Passive and Active Sniffing 4. What is ARP Poisoning? 5. What is a MAC Flooding? 6. Sniffing the network using Wireshark Chapter 9: Hack Wireless Networks 1. What is a wireless network? 2. How to access a wireless network? 3. Wireless Network Authentication 4. How to Crack Wireless Networks 5. Cracking Wireless network WEP/WPA keys Chapter 10: DoS(Denial of Service) Attacks 1. What is DoS Attack? 2. Type of DoS Attacks 3. How DoS attacks work 4. DoS attack tools Chapter 11: Hack a Web Server 1. Web server vulnerabilities 2. Types of Web Servers 3. Types of Attacks against Web Servers 4. Web server attack tools Chapter 12: Hack a Website 1. What is a web application? What are Web Threats? 2. How to protect your Website against hacks ? 3. Hacking Activity: Hack a Website ! Chapter 13: SQL Injection 1. What is a SQL Injection? 2. How SQL Injection Works 3. Other SQL Injection attack types 4. Automation Tools for SQL Injection
Book Synopsis Hacking- The art Of Exploitation by : J. Erickson
Download or read book Hacking- The art Of Exploitation written by J. Erickson and published by oshean collins. This book was released on 2018-03-06 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text introduces the spirit and theory of hacking as well as the science behind it all; it also provides some core techniques and tricks of hacking so you can think like a hacker, write your own hacks or thwart potential system attacks.
Download or read book Hacking written by Harsh Bothra and published by KHANNA PUBLISHING. This book was released on 2017-06-24 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Be a Hacker with Ethics
Book Synopsis Hands-On Artificial Intelligence for Cybersecurity by : Alessandro Parisi
Download or read book Hands-On Artificial Intelligence for Cybersecurity written by Alessandro Parisi and published by Packt Publishing Ltd. This book was released on 2019-08-02 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build smart cybersecurity systems with the power of machine learning and deep learning to protect your corporate assets Key FeaturesIdentify and predict security threats using artificial intelligenceDevelop intelligent systems that can detect unusual and suspicious patterns and attacksLearn how to test the effectiveness of your AI cybersecurity algorithms and toolsBook Description 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. What you will learnDetect email threats such as spamming and phishing using AICategorize APT, zero-days, and polymorphic malware samplesOvercome antivirus limits in threat detectionPredict network intrusions and detect anomalies with machine learningVerify the strength of biometric authentication procedures with deep learningEvaluate cybersecurity strategies and learn how you can improve themWho this book is for If you’re a cybersecurity professional or ethical hacker who wants to build intelligent systems using the power of machine learning and AI, you’ll find this book useful. Familiarity with cybersecurity concepts and knowledge of Python programming is essential to get the most out of this book.
