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Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities

Author : Sanjay Misra
Publisher : Springer Nature
ISBN 13 : 3030722368
Total Pages : 467 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Artificial Intelligence for Cyber Security: Methods, Issues and Possible Horizons or Opportunities by : Sanjay Misra

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.

Hands-On Artificial Intelligence for Cybersecurity

Author : Alessandro Parisi
Publisher : Packt Publishing Ltd
ISBN 13 : 1789805171
Total Pages : 331 pages
Book Rating : 4.7/5 (898 download)

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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.

Artificial Intelligence Safety and Security

Author : Roman V. Yampolskiy
Publisher : CRC Press
ISBN 13 : 1351251368
Total Pages : 597 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Artificial Intelligence Safety and Security by : Roman V. Yampolskiy

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 597 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.

AI in Cybersecurity

Author : Leslie F. Sikos
Publisher : Springer
ISBN 13 : 9783319988412
Total Pages : 0 pages
Book Rating : 4.9/5 (884 download)

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Book Synopsis AI in Cybersecurity by : Leslie F. Sikos

Download or read book AI in Cybersecurity written by Leslie F. Sikos and published by Springer. This book was released on 2018-09-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of state-of-the-art AI approaches to cybersecurity and cyberthreat intelligence, offering strategic defense mechanisms for malware, addressing cybercrime, and assessing vulnerabilities to yield proactive rather than reactive countermeasures. The current variety and scope of cybersecurity threats far exceed the capabilities of even the most skilled security professionals. In addition, analyzing yesterday’s security incidents no longer enables experts to predict and prevent tomorrow’s attacks, which necessitates approaches that go far beyond identifying known threats. Nevertheless, there are promising avenues: complex behavior matching can isolate threats based on the actions taken, while machine learning can help detect anomalies, prevent malware infections, discover signs of illicit activities, and protect assets from hackers. In turn, knowledge representation enables automated reasoning over network data, helping achieve cybersituational awareness. Bringing together contributions by high-caliber experts, this book suggests new research directions in this critical and rapidly growing field.

AI-DRIVEN CYBER DEFENSE: Enhancing Security with Machine Learning and Generative AI

Author : Dr Sivaraju Kuraku
Publisher : JEC PUBLICATION
ISBN 13 : 9361751131
Total Pages : 186 pages
Book Rating : 4.3/5 (617 download)

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Book Synopsis AI-DRIVEN CYBER DEFENSE: Enhancing Security with Machine Learning and Generative AI by : Dr Sivaraju Kuraku

Download or read book AI-DRIVEN CYBER DEFENSE: Enhancing Security with Machine Learning and Generative AI written by Dr Sivaraju Kuraku and published by JEC PUBLICATION. This book was released on with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: ......

Artificial Intelligence and Cybersecurity

Author : Ishaani Priyadarshini
Publisher : CRC Press
ISBN 13 : 1000530639
Total Pages : 222 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Artificial Intelligence and Cybersecurity by : Ishaani Priyadarshini

Download or read book Artificial Intelligence and Cybersecurity written by Ishaani Priyadarshini and published by CRC Press. This book was released on 2022-02-04 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence and cybersecurity are two emerging fields that have made phenomenal contributions toward technological advancement. As cyber-attacks increase, there is a need to identify threats and thwart attacks. This book incorporates recent developments that artificial intelligence brings to the cybersecurity world. Artificial Intelligence and Cybersecurity: Advances and Innovations provides advanced system implementation for Smart Cities using artificial intelligence. It addresses the complete functional framework workflow and explores basic and high-level concepts. The book is based on the latest technologies covering major challenges, issues and advances, and discusses intelligent data management and automated systems. This edited book provides a premier interdisciplinary platform for researchers, practitioners and educators. It presents and discusses the most recent innovations, trends and concerns as well as practical challenges and solutions adopted in the fields of artificial intelligence and cybersecurity.

AI-Driven Cyber Security

Author : S. R. Jena
Publisher : Scholars' Press
ISBN 13 : 3659840785
Total Pages : 126 pages
Book Rating : 4.6/5 (598 download)

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Book Synopsis AI-Driven Cyber Security by : S. R. Jena

Download or read book AI-Driven Cyber Security written by S. R. Jena and published by Scholars' Press. This book was released on 2024-01-17 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the forefront of modern cyber security – a landscape shaped and transformed by the relentless evolution of Artificial Intelligence (AI) and Deep Learning technologies. As we stand at the precipice of the digital era, the need for robust, intelligent defense mechanisms against cyber threats has never been more pressing. This book, "AI-Driven Cyber Security: Navigating the Digital Frontier with Deep Learning" embarks on a comprehensive journey through the intricate realm where cutting-edge AI meets the ever-evolving challenges of cyber security. In the interconnected world we inhabit, where data is the lifeblood of every organisation, the marriage of AI and cyber security becomes not just a choice but a necessity. Moreover, the book contains 8 chapters. They are: 1. Introduction to Cyber Security 2. Foundations of Cyber Security 3. Basics of AI and Deep Learning 4. AI in Cyber Security: An Overview 5. Deep Learning for Threat Detection 6. Natural Language Processing (NLP) in Cyber Security 7. Adversarial Machine Learning 8. Explainability and Transparency in AI Security

AI-Driven Cybersecurity andThreat Intelligence

Author : Iqbal H. Sarker
Publisher : Springer Nature
ISBN 13 : 3031544978
Total Pages : 207 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis AI-Driven Cybersecurity andThreat Intelligence by : Iqbal H. Sarker

Download or read book AI-Driven Cybersecurity andThreat Intelligence written by Iqbal H. Sarker and published by Springer Nature. This book was released on with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning and Security

Author : Clarence Chio
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491979852
Total Pages : 394 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Machine Learning and Security by : Clarence Chio

Download or read book Machine Learning and Security written by Clarence Chio and published by "O'Reilly Media, Inc.". This book was released on 2018-01-26 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike. Learn how machine learning has contributed to the success of modern spam filters Quickly detect anomalies, including breaches, fraud, and impending system failure Conduct malware analysis by extracting useful information from computer binaries Uncover attackers within the network by finding patterns inside datasets Examine how attackers exploit consumer-facing websites and app functionality Translate your machine learning algorithms from the lab to production Understand the threat attackers pose to machine learning solutions

Artificial Intelligence and Evolutionary Computations in Engineering Systems

Author : Subhransu Sekhar Dash
Publisher : Springer Nature
ISBN 13 : 9811501998
Total Pages : 781 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Artificial Intelligence and Evolutionary Computations in Engineering Systems by : Subhransu Sekhar Dash

Download or read book Artificial Intelligence and Evolutionary Computations in Engineering Systems written by Subhransu Sekhar Dash and published by Springer Nature. This book was released on 2020-02-08 with total page 781 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the 4th International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems, held at the SRM Institute of Science and Technology, Kattankulathur, Chennai, India, from 11 to 13 April 2019. It covers advances and recent developments in various computational intelligence techniques, with an emphasis on the design of communication systems. In addition, it shares valuable insights into advanced computational methodologies such as neural networks, fuzzy systems, evolutionary algorithms, hybrid intelligent systems, uncertain reasoning techniques, and other machine learning methods and their application to decision-making and problem-solving in mobile and wireless communication networks.

AI-Powered IoT for COVID-19

Author : Fadi Al-Turjman
Publisher : CRC Press
ISBN 13 : 9780367679224
Total Pages : 0 pages
Book Rating : 4.6/5 (792 download)

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Book Synopsis AI-Powered IoT for COVID-19 by : Fadi Al-Turjman

Download or read book AI-Powered IoT for COVID-19 written by Fadi Al-Turjman and published by CRC Press. This book was released on 2023-01-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is dedicated to addressing the major challenges in fighting COVID-19 using AI and IoT technologies.

The Smart Cyber Ecosystem for Sustainable Development

Author : Pardeep Kumar
Publisher : John Wiley & Sons
ISBN 13 : 1119761646
Total Pages : 484 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis The Smart Cyber Ecosystem for Sustainable Development by : Pardeep Kumar

Download or read book The Smart Cyber Ecosystem for Sustainable Development written by Pardeep Kumar and published by John Wiley & Sons. This book was released on 2021-10-12 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Smart Cyber Ecosystem for Sustainable Development As the entire ecosystem is moving towards a sustainable goal, technology driven smart cyber system is the enabling factor to make this a success, and the current book documents how this can be attained. The cyber ecosystem consists of a huge number of different entities that work and interact with each other in a highly diversified manner. In this era, when the world is surrounded by many unseen challenges and when its population is increasing and resources are decreasing, scientists, researchers, academicians, industrialists, government agencies and other stakeholders are looking toward smart and intelligent cyber systems that can guarantee sustainable development for a better and healthier ecosystem. The main actors of this cyber ecosystem include the Internet of Things (IoT), artificial intelligence (AI), and the mechanisms providing cybersecurity. This book attempts to collect and publish innovative ideas, emerging trends, implementation experiences, and pertinent user cases for the purpose of serving mankind and societies with sustainable societal development. The 22 chapters of the book are divided into three sections: Section I deals with the Internet of Things, Section II focuses on artificial intelligence and especially its applications in healthcare, whereas Section III investigates the different cyber security mechanisms. Audience This book will attract researchers and graduate students working in the areas of artificial intelligence, blockchain, Internet of Things, information technology, as well as industrialists, practitioners, technology developers, entrepreneurs, and professionals who are interested in exploring, designing and implementing these technologies.

AI-Powered Economy

Author : Hebooks
Publisher : Hebooks
ISBN 13 :
Total Pages : 148 pages
Book Rating : 4./5 ( download)

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Book Synopsis AI-Powered Economy by : Hebooks

Download or read book AI-Powered Economy written by Hebooks and published by Hebooks. This book was released on with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: "AI-Powered Economy: How Artificial Intelligence Will Revolutionize The Economy" provides a compelling and insightful exploration of the transformative impact of artificial intelligence (AI) on the economic landscape. Delving into the potential applications of AI in finance, investment, banking, business operations, and corporate strategies, this book paints a vivid picture of a future where AI revolutionizes how we approach economic activities. Offering a balanced analysis of the challenges and opportunities presented by AI integration, it serves as an essential guide for those keen to understand the imminent shifts and leverage the potential of AI in shaping the economic future.

AI-Powered Military

Author : Hebooks
Publisher : Hebooks
ISBN 13 :
Total Pages : 118 pages
Book Rating : 4./5 ( download)

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Book Synopsis AI-Powered Military by : Hebooks

Download or read book AI-Powered Military written by Hebooks and published by Hebooks. This book was released on with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the transformative impact of artificial intelligence (AI) on defense industries in "AI-Powered Military." Delve into the technological advancements, ethical considerations, and future prospects that define the integration of AI in military operations. Discover how AI is reshaping warfare strategies, enhancing decision-making, and fortifying cybersecurity, ultimately revolutionizing the defense landscape.

Artificial Intelligence in Healthcare

Author : Adam Bohr
Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Strategy, Leadership, and AI in the Cyber Ecosystem

Author : Hamid Jahankhani
Publisher : Academic Press
ISBN 13 : 0128214597
Total Pages : 432 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Strategy, Leadership, and AI in the Cyber Ecosystem by : Hamid Jahankhani

Download or read book Strategy, Leadership, and AI in the Cyber Ecosystem written by Hamid Jahankhani and published by Academic Press. This book was released on 2020-11-10 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strategy, Leadership and AI in the Cyber Ecosystem investigates the restructuring of the way cybersecurity and business leaders engage with the emerging digital revolution towards the development of strategic management, with the aid of AI, and in the context of growing cyber-physical interactions (human/machine co-working relationships). The book explores all aspects of strategic leadership within a digital context. It investigates the interactions from both the firm/organization strategy perspective, including cross-functional actors/stakeholders who are operating within the organization and the various characteristics of operating in a cyber-secure ecosystem. As consumption and reliance by business on the use of vast amounts of data in operations increase, demand for more data governance to minimize the issues of bias, trust, privacy and security may be necessary. The role of management is changing dramatically, with the challenges of Industry 4.0 and the digital revolution. With this intelligence explosion, the influence of artificial intelligence technology and the key themes of machine learning, big data, and digital twin are evolving and creating the need for cyber-physical management professionals. - Discusses the foundations of digital societies in information governance and decision-making - Explores the role of digital business strategies to deal with big data management, governance and digital footprints - Considers advances and challenges in ethical management with data privacy and transparency - Investigates the cyber-physical project management professional [Digital Twin] and the role of Holographic technology in corporate decision-making

AI-Powered Commerce

Author : Andy Pandharikar
Publisher : Packt Publishing Ltd
ISBN 13 : 1803234075
Total Pages : 256 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis AI-Powered Commerce by : Andy Pandharikar

Download or read book AI-Powered Commerce written by Andy Pandharikar and published by Packt Publishing Ltd. This book was released on 2022-01-28 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use artificial intelligence for product and service innovation, including the diverse use cases of Commerce.AI Key FeaturesLearn how to integrate data and AI in your innovation workflowsUnlock insights into how various industries are using AI for innovationApply your knowledge to real innovation use cases like product strategy and market intelligenceBook Description Commerce.AI is a suite of artificial intelligence (AI) tools, trained on over a trillion data points, to help businesses build next-gen products and services. If you want to be the best business on the block, using AI is a must. Developers and analysts working with AI will be able to put their knowledge to work with this practical guide. You'll begin by learning the core themes of new product and service innovation, including how to identify market opportunities, come up with ideas, and predict trends. With plenty of use cases as reference, you'll learn how to apply AI for innovation, both programmatically and with Commerce.AI. You'll also find out how to analyze product and service data with tools such as GPT-J, Python pandas, Prophet, and TextBlob. As you progress, you'll explore the evolution of commerce in AI, including how top businesses today are using AI. You'll learn how Commerce.AI merges machine learning, product expertise, and big data to help businesses make more accurate decisions. Finally, you'll use the Commerce.AI suite for product ideation and analyzing market trends. By the end of this artificial intelligence book, you'll be able to strategize new product opportunities by using AI, and also have an understanding of how to use Commerce.AI for product ideation, trend analysis, and predictions. What you will learnFind out how machine learning can help you identify new market opportunitiesUnderstand how to use consumer data to create new products and servicesUse state-of-the-art AI frameworks and tools for data analysisLaunch, track, and improve products and services with AIRise above the competition with unparalleled insights from AITurn customer touchpoints into business winsGenerate high-conversion product and service copyWho this book is for This AI book is for AI developers, data scientists, data product managers, analysts, and consumer insights professionals. The book will guide you through the process of product and service innovation, no matter your pre-existing skillset.