Download or read book Artificial General Intelligence AGI Security written by Salma El Hajjami and published by Springer. This book was released on 2024-08-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights a collection of state-of-the-art research on Safe Artificial General Intelligence (AGI), highlighting the crucial role of cybersecurity, smart applications, and sustainable technologies in ensuring a secure AI future. It illustrates the latest trends in AI safety, exploring the potential risks and dangers associated with AGI development and ways to prevent unintended consequences. The book discusses the convergence of various fields, such as AI, cybersecurity, smart applications, and sustainable technologies, by providing an overview of theoretical, practical, and simulation concepts of AGI. It also displays solutions that will help mitigate the risks and ensure the responsible and ethical development of AGI. It provides insights and perspectives from experts in these fields and offers a comprehensive guide to understanding the challenges and opportunities associated with the development of safe and secure AGI. The book includes chapters on various topics related to AGI security, including the ethical and legal aspects of AGI development, the role of explainability in ensuring transparency and accountability, the use of machine learning for intrusion detection and prevention, and the application of smart technologies for securing AGI systems. Additionally, it explores the impact of sustainable technologies on AGI security, such as the use of renewable energy sources to power AGI systems and the development of eco-friendly hardware. This book is a valuable source for researchers, students, and practitioners interested in the fields of artificial general intelligence, cybersecurity, smart applications, and sustainable technologies.

Download or read book Artificial Intelligence Safety and Security written by Roman V. Yampolskiy and published by CRC Press. This book was released on 2018-07-27 with total page 661 pages. Available in PDF, EPUB and Kindle. Book excerpt: The history of robotics and artificial intelligence in many ways is also the history of humanity’s attempts to control such technologies. From the Golem of Prague to the military robots of modernity, the debate continues as to what degree of independence such entities should have and how to make sure that they do not turn on us, its inventors. Numerous recent advancements in all aspects of research, development and deployment of intelligent systems are well publicized but safety and security issues related to AI are rarely addressed. This book is proposed to mitigate this fundamental problem. It is comprised of chapters from leading AI Safety researchers addressing different aspects of the AI control problem as it relates to the development of safe and secure artificial intelligence. The book is the first edited volume dedicated to addressing challenges of constructing safe and secure advanced machine intelligence. The chapters vary in length and technical content from broad interest opinion essays to highly formalized algorithmic approaches to specific problems. All chapters are self-contained and could be read in any order or skipped without a loss of comprehension.

Download or read book How AGI is Transforming Education Economy and Health written by Oliver M. and published by Xspurts.com. This book was released on 2024-03-12 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations in Various Sectors - AGI in Transportation and Logistics - The Use of AGI in the Entertainment Industry - Opportunities and Challenges of AGI in the Manufacturing IndustryThe book 'How AGI is Transforming Education, Economy, and Health' offers a comprehensive outlook on the revolutionary changes that Artificial General Intelligence (AGI) is expected to bring to various corners of societal life. The book starts by demystifying AGI, differentiating it from Narrow AI, discussing its history, and exploring the opportunities and limitations AGI presents. The author expertly guides readers in understanding the complex interplay between AGI and diverse sectors like education, healthcare, the economy, and security systems. He uncovers fascinating insights into how AGI can personalize education, enhance healthcare diagnostics and treatment, restructure the global labor market, and reshape security systems.This work further delves deep into the critical areas of the future workforce, highlighting both potential job opportunities and threats from AGI while suggesting strategies for upskilling for an AGI-centric workforce. The book does not shy away from ethical issues around AGI, offering thought-provoking perspectives on AI ethics, the potential for bias, and the balance between AI innovation and human rights.Environmental concerns and regulatory challenges around AGI are thoroughly addressed, along with a detailed examination of the global landscape of AGI. The book further delves into the role of AGI in decision-making processes across businesses and governance, as well as how AGI is influencing various sectors from transportation and logistics to entertainment and manufacturing.This book is an essential read for anyone curious about the future of AGI, promising insight, intrigue, and a guiding hand through the maze of AI's most advanced and comprehensive scope. Enjoy a profound exploration of the far-reaching impact of AGI that extends beyond the usual discussion of robotics and automation. Get your copy of 'How AGI is Transforming Education, Economy, and Health' today.

Download or read book Artificial Intelligence written by Stuart Russell and published by Createspace Independent Publishing Platform. This book was released on 2016-09-10 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence: A Modern Approach offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.

Download or read book Architects of Intelligence written by Martin Ford and published by Packt Publishing Ltd. This book was released on 2018-11-23 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Times Best Books of the Year 2018 TechRepublic Top Books Every Techie Should Read Book Description How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances? Architects of Intelligence contains a series of in-depth, one-to-one interviews where New York Times bestselling author, Martin Ford, uncovers the truth behind these questions from some of the brightest minds in the Artificial Intelligence community. Martin has wide-ranging conversations with twenty-three of the world's foremost researchers and entrepreneurs working in AI and robotics: Demis Hassabis (DeepMind), Ray Kurzweil (Google), Geoffrey Hinton (Univ. of Toronto and Google), Rodney Brooks (Rethink Robotics), Yann LeCun (Facebook) , Fei-Fei Li (Stanford and Google), Yoshua Bengio (Univ. of Montreal), Andrew Ng (AI Fund), Daphne Koller (Stanford), Stuart Russell (UC Berkeley), Nick Bostrom (Univ. of Oxford), Barbara Grosz (Harvard), David Ferrucci (Elemental Cognition), James Manyika (McKinsey), Judea Pearl (UCLA), Josh Tenenbaum (MIT), Rana el Kaliouby (Affectiva), Daniela Rus (MIT), Jeff Dean (Google), Cynthia Breazeal (MIT), Oren Etzioni (Allen Institute for AI), Gary Marcus (NYU), and Bryan Johnson (Kernel). Martin Ford is a prominent futurist, and author of Financial Times Business Book of the Year, Rise of the Robots. He speaks at conferences and companies around the world on what AI and automation might mean for the future. Meet the minds behind the AI superpowers as they discuss the science, business and ethics of modern artificial intelligence. Read James Manyika’s thoughts on AI analytics, Geoffrey Hinton’s breakthroughs in AI programming and development, and Rana el Kaliouby’s insights into AI marketing. This AI book collects the opinions of the luminaries of the AI business, such as Stuart Russell (coauthor of the leading AI textbook), Rodney Brooks (a leader in AI robotics), Demis Hassabis (chess prodigy and mind behind AlphaGo), and Yoshua Bengio (leader in deep learning) to complete your AI education and give you an AI advantage in 2019 and the future.

Download or read book AGI and the Thin Blue Line Unleashing the Power of AI in Modern Policing written by Josh Luberisse and published by Fortis Novum Mundum. This book was released on 2023-04-20 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an era of rapid technological advancements and unprecedented possibilities, Artificial General Intelligence (AGI) promises to redefine the world of law enforcement. From surveillance and monitoring to predictive policing and proactive crime prevention, AGI has the potential to revolutionize the way police agencies operate and address the complex challenges of public safety. "AGI and the Thin Blue Line: Unleashing the Power of AI in Modern Policing" offers a comprehensive examination of the transformative potential of AGI, its implications, and its practical applications in the field of policing. This timely book is being released on the verge of the announcement by NYC Mayor Eric Adams that the New York City Police Department is bringing back the Knightscope K5 robots to patrol Times Square alongside with Boston Dynamic’s Spot dogs. The fact that autonomous security robots are being used to patrol the streets of New York City, the most populous city in United States, serves as a testament to the rapidly evolving landscape of AI integration in law enforcement. Structured into seven key chapters, this book investigates the role of AGI in modern law enforcement, showcasing the potential for advanced AI systems to detect and track criminal activities through the analysis of vast data sources. It highlights the applications of AGI in surveillance, pattern recognition, and anomaly detection, while discussing potential challenges in terms of ensuring data security and integrity and it also delves into the ethical and legal implications of AI use in policing, discussing the importance of addressing algorithmic bias, and protecting privacy and civil liberties. Drawing on insights from professionals, academics, and industry experts, "AGI and the Thin Blue Line: Unleashing the Power of AI in Modern Policing" offers a balanced and forward-looking perspective on the challenges and opportunities presented by AGI in law enforcement. As technology continues to reshape the field of policing, this book serves as a vital resource for policymakers, law enforcement professionals, academics, and anyone interested in understanding the implications and possibilities of AGI in modern policing.

Download or read book AI AGI Revolution Will this change what it means to be HUMAN written by Ms Bella St John and published by Ms Bella St John. This book was released on with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world has already changed - The genie (AI) is out of the bottle, but this is a genie of our own making, and one that we designed to think, learn, grow, and develop on its own, without the need for human involvement. Elon Musk, Steve Wozniak and over 1,000 other influential people in the field have already signed an open letter requesting a pause on the development of AI, citing security concerns and stating, "AI systems with human-competitive intelligence can pose profound risks to society and humanity". Italy has gone so far as to ban, at least temporarily, the AI application, ChatGPT, following a security breach where “it was possible for some users to see another active user's first and last name, email address, payment address, the last four digits (only) of a credit card number, and credit card expiration date,” according to an OpenAI spokesman. This book, "AI-AGI Revolution: Will This Change What It Means to Be HUMAN?", takes readers on a journey to explore these issues, the incredible potential of Artificial Intelligence (AI) and advanced General Intelligence (AGI), the incredible challenges, and the incredible potential impact on what it means to be 'human'. From the promises of technological utopianism to the existential questions raised by attempts to recreate human intelligence, AI-AGI Revolution discusses the most remarkable area of technological advancement in recent history. This book explores the moral, ethical, economic and cultural implications of human-like AI systems, and the implications of an AGI system that would certainly surpass humans with reference to its intellectual abilities. "More than anything, this book is an exploration of the subject to promote discussion and debate," added author, Ms Bella St John. AI is not good, nor bad - but where we go from here is something that needs informed consideration. My hope is that this book provides food for thought - no more, no less." Explore topics ranging from: An overview of the AI Revolution Why I felt the need to co-author this book with AI AI outpacing Moore's Law The comparisons between child developmental psychology and ChatGPT AI's propensity to convincingly make stuff up The origins of AI The blurring line between human and AI, including Robot ‘Legal Personhood’, and cross-dimensional marriage Should robots have ‘human rights’? Is AI sentient? Deep Fake Impact on Businesses and on Individuals (pro and con) Implications for Education and Training The Age of the Cyborg Are Artists and Writers now an endangered species? Why “Critical Oversight” is essential What if consciousness is fundamental - what does that mean re AI and Consciousness? Responses to the AGI Revolution Will AI-AGI Change What It Means to Be Human? ...and so much more - including my thoughts on 'co-authoring' a book with artificial intelligence. "I hope this book inspires people to talk with each other - really talk with each other on the topic of AI. Not to have a right or a wrong, but to explore the topic. Only by doing what seems to have become a lost art (ie having a discussion and respecting all viewpoints whether one agrees with them or not) will we be able to navigate this exciting but challenging time ahead". Thank you - and if you would like to get in touch to continue the conversation, I look forward to hearing from you. ~ Bella Ms Bella St John www.ElegantisVitae.com

Download or read book Artificial Intelligence and Its Contexts written by Anna Visvizi and published by Springer Nature. This book was released on 2021-11-27 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive approach to the question of how artificial intelligence (AI) impacts politics, economy, and the society today. In this view, it is quintessential for understanding the complex nature of AI and its role in today’s world. The book has been divided into three parts. Part one is devoted to the question of how AI will be used for security and defense purposes, including combat in war zones. Part two looks at the value added of AI and machine learning for decision-making in the fields of politics and business. Part three consists of case studies—covering the EU, the USA, Saudi Arabia, Portugal, and Poland—that discuss how AI is being used in the realms of politics, security and defense. The discussion in the book opens with the question of the nature of AI, as well as of ethics and the use of AI in combat. Subsequently, the argument covers issues as diverse as the militarization of AI, the use of AI in strategic studies and military strategy design. These topics are followed by an insight into AI and strategic communication (StratCom), including disinformation, as well as into AI and finance. The case-studies included in part 3 of the book offer a captivating overview of how AI is being employed to stimulate growth and development, to promote data- and evidence-driven policy-making, to enable efficient and inclusive digital transformation and other related issues. Written by academics and practitioners in an academically sound, yet approachable manner, this volume queries issues and topics that form the thrust of processes that transform world politics, economics and society. As such, this volume will serve as the primer for students, researchers, lectures and other professionals who seek to understand and engage with the variety of issues AI implicates.

Download or read book Artificial Intelligence and Global Security written by Yvonne R. Masakowski and published by Emerald Group Publishing. This book was released on 2020-07-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and Global Security: Future Trends, Threats and Considerations brings a much-needed perspective on the impact of the integration of Artificial Intelligence (AI) technologies in military affairs. Experts forecast that AI will shape future military operations in ways that will revolutionize warfare.

Download or read book Agi Revolution written by Ben Goertzel and published by . This book was released on 2016-07-16 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial General Intelligence (AGI) is the quest for the sci-fi AI dream: AI with mental autonomy, generality, adaptiveness and imagination equal to and ultimately exceeding that of humans. After decades of R&D struggles, the time for AGI is now finally near. Since the early aughts, Dr. Ben Goertzel has been the leading force advancing the concept of AGI in the research community and the public sphere. Here he gives an insider's account of the rise of AI and AGI from relative obscurity to their current status as the focus of large corporate and government initiatives. He presents his understanding of the operation of the human brain, and the viability of various approaches to AGI including his own OpenCog AGI project; and also describes his efforts to use AI to solve critical issues such as human aging. In Goertzel's vision, AGI will soon yield dramatic changes in every area of human life and society. Advanced AGIs that vastly exceed human intelligence will bring on a Technological Singularity, quite likely within our lifetimes.

Download or read book Implications of Artificial Intelligence for Cybersecurity written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-01-27 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, interest and progress in the area of artificial intelligence (AI) and machine learning (ML) have boomed, with new applications vigorously pursued across many sectors. At the same time, the computing and communications technologies on which we have come to rely present serious security concerns: cyberattacks have escalated in number, frequency, and impact, drawing increased attention to the vulnerabilities of cyber systems and the need to increase their security. In the face of this changing landscape, there is significant concern and interest among policymakers, security practitioners, technologists, researchers, and the public about the potential implications of AI and ML for cybersecurity. The National Academies of Sciences, Engineering, and Medicine convened a workshop on March 12-13, 2019 to discuss and explore these concerns. This publication summarizes the presentations and discussions from the workshop.

Download or read book Artificial Intelligence for Cyber Security Methods Issues and Possible Horizons or Opportunities written by Sanjay Misra and published by Springer Nature. This book was released on 2021-05-31 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides stepwise discussion, exhaustive literature review, detailed analysis and discussion, rigorous experimentation results (using several analytics tools), and an application-oriented approach that can be demonstrated with respect to data analytics using artificial intelligence to make systems stronger (i.e., impossible to breach). We can see many serious cyber breaches on Government databases or public profiles at online social networking in the recent decade. Today artificial intelligence or machine learning is redefining every aspect of cyber security. From improving organizations’ ability to anticipate and thwart breaches, protecting the proliferating number of threat surfaces with Zero Trust Security frameworks to making passwords obsolete, AI and machine learning are essential to securing the perimeters of any business. The book is useful for researchers, academics, industry players, data engineers, data scientists, governmental organizations, and non-governmental organizations.

Download or read book Artificial Intelligence for Cybersecurity written by Mark Stamp and published by Springer Nature. This book was released on 2022-07-15 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores new and novel applications of machine learning, deep learning, and artificial intelligence that are related to major challenges in the field of cybersecurity. The provided research goes beyond simply applying AI techniques to datasets and instead delves into deeper issues that arise at the interface between deep learning and cybersecurity. This book also provides insight into the difficult "how" and "why" questions that arise in AI within the security domain. For example, this book includes chapters covering "explainable AI", "adversarial learning", "resilient AI", and a wide variety of related topics. It’s not limited to any specific cybersecurity subtopics and the chapters touch upon a wide range of cybersecurity domains, ranging from malware to biometrics and more. Researchers and advanced level students working and studying in the fields of cybersecurity (equivalently, information security) or artificial intelligence (including deep learning, machine learning, big data, and related fields) will want to purchase this book as a reference. Practitioners working within these fields will also be interested in purchasing this book.

Download or read book Unveiling AGI written by Rosey Press and published by Independently Published. This book was released on 2024-06-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial General Intelligence (AGI) refers to a form of artificial intelligence that possesses the ability to understand, learn, and apply knowledge across a wide range of tasks and domains, much like a human being. Unlike narrow AI systems, which are designed to excel at specific tasks, AGI aims to replicate the general cognitive abilities of humans, such as reasoning, problem-solving, and abstract thinking. The ultimate goal of AGI research is to create machines that can perform any intellectual task that a human can, and potentially surpass human intelligence in the future. AGI represents a significant leap forward in the field of artificial intelligence, as it has the potential to revolutionize industries, improve efficiency, and solve complex problems that have eluded human solutions. However, the development of AGI also raises important ethical considerations, such as the implications of creating machines that are capable of independent thought and decision-making. There are concerns about the impact of AGI on society, including issues related to privacy, security, and job displacement. It is essential for researchers, policymakers, and industry leaders to address these ethical considerations proactively to ensure that AGI is developed and deployed responsibly. In addition to ethical considerations, the development of AGI also raises questions about regulation and governance. As AGI systems become more sophisticated and autonomous, there is a need for robust regulatory frameworks to ensure that these systems are used in a safe and ethical manner. This includes guidelines for data privacy, transparency, accountability, and oversight. Governments and international organizations must work together to establish global standards for the development and deployment of AGI to prevent misuse and ensure that the benefits of AGI are shared equitably among all people. Technical challenges are another key aspect of AGI that researchers must address. Building a machine that can replicate the complex cognitive abilities of humans requires advancements in a wide range of fields, including neuroscience, computer science, mathematics, and psychology. Researchers must develop new algorithms, architectures, and models that can handle the complexities of human-like intelligence, such as reasoning, creativity, and emotional intelligence. Overcoming these technical challenges will require collaboration and innovation across disciplines to unlock the full potential of AGI. Finally, the economic impact of AGI cannot be overlooked. The widespread adoption of AGI has the potential to disrupt industries, create new job opportunities, and reshape the global economy. While AGI has the potential to increase productivity and drive innovation, it also raises concerns about job displacement and income inequality. It is essential for policymakers and industry leaders to develop strategies to mitigate the negative economic impacts of AGI, such as reskilling programs, social safety nets, and policies that promote inclusive growth. By addressing these economic challenges proactively, society can harness the full potential of AGI to create a more prosperous and equitable future for all.

Download or read book Artificial Intelligence and the Future of Defense written by Stephan De Spiegeleire and published by The Hague Centre for Strategic Studies. This book was released on 2017-05-17 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is on everybody’s minds these days. Most of the world’s leading companies are making massive investments in it. Governments are scrambling to catch up. Every single one of us who uses Google Search or any of the new digital assistants on our smartphones has witnessed first-hand how quickly these developments now go. Many analysts foresee truly disruptive changes in education, employment, health, knowledge generation, mobility, etc. But what will AI mean for defense and security? In a new study HCSS offers a unique perspective on this question. Most studies to date quickly jump from AI to autonomous (mostly weapon) systems. They anticipate future armed forces that mostly resemble today’s armed forces, engaging in fairly similar types of activities with a still primarily industrial-kinetic capability bundle that would increasingly be AI-augmented. The authors of this study argue that AI may have a far more transformational impact on defense and security whereby new incarnations of ‘armed force’ start doing different things in novel ways. The report sketches a much broader option space within which defense and security organizations (DSOs) may wish to invest in successive generations of AI technologies. It suggests that some of the most promising investment opportunities to start generating the sustainable security effects that our polities, societies and economies expect may lie in in the realms of prevention and resilience. Also in those areas any large-scale application of AI will have to result from a preliminary open-minded (on all sides) public debate on its legal, ethical and privacy implications. The authors submit, however, that such a debate would be more fruitful than the current heated discussions about ‘killer drones’ or robots. Finally, the study suggests that the advent of artificial super-intelligence (i.e. AI that is superior across the board to human intelligence), which many experts now put firmly within the longer-term planning horizons of our DSOs, presents us with unprecedented risks but also opportunities that we have to start to explore. The report contains an overview of the role that ‘intelligence’ - the computational part of the ability to achieve goals in the world - has played in defense and security throughout human history; a primer on AI (what it is, where it comes from and where it stands today - in both civilian and military contexts); a discussion of the broad option space for DSOs it opens up; 12 illustrative use cases across that option space; and a set of recommendations for - especially - small- and medium sized defense and security organizations.

Download or read book Universal Artificial Intelligence written by Marcus Hutter and published by Springer Science & Business Media. This book was released on 2005-12-29 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personal motivation. The dream of creating artificial devices that reach or outperform human inteUigence is an old one. It is also one of the dreams of my youth, which have never left me. What makes this challenge so interesting? A solution would have enormous implications on our society, and there are reasons to believe that the AI problem can be solved in my expected lifetime. So, it's worth sticking to it for a lifetime, even if it takes 30 years or so to reap the benefits. The AI problem. The science of artificial intelligence (AI) may be defined as the construction of intelligent systems and their analysis. A natural definition of a system is anything that has an input and an output stream. Intelligence is more complicated. It can have many faces like creativity, solving prob lems, pattern recognition, classification, learning, induction, deduction, build ing analogies, optimization, surviving in an environment, language processing, and knowledge. A formal definition incorporating every aspect of intelligence, however, seems difficult. Most, if not all known facets of intelligence can be formulated as goal driven or, more precisely, as maximizing some utility func tion. It is, therefore, sufficient to study goal-driven AI; e. g. the (biological) goal of animals and humans is to survive and spread. The goal of AI systems should be to be useful to humans.

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.