Artificial Intelligence In Cyber Defense Automating Threat Hunting And Security Operations
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Artificial Intelligence In Cyber Defense Automating Threat Hunting And Security Operations
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Author : SIVA BRAHMAREDDY KASU
language : en
Publisher: RK Publication
Release Date :
Artificial Intelligence In Cyber Defense Automating Threat Hunting And Security Operations written by SIVA BRAHMAREDDY KASU and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on with Technology & Engineering categories.
Artificial Intelligence in Cyber Defense: Automating Threat Hunting and Security Operations explores the transformative role of AI in modern cybersecurity. This book delves into how machine learning, deep learning, and intelligent automation revolutionize threat detection, incident response, and vulnerability assessment. It highlights real-world applications, frameworks, and tools that empower security teams to proactively identify and neutralize threats. With a focus on scalability, precision, and speed, the book addresses the evolving cyber threat landscape and the integration of AI-driven solutions in SOCs (Security Operations Centers). Ideal for professionals, researchers, and students, it provides strategic insights for building resilient cyber defense systems.
Artificial Intelligence In Cyber Security Advanced Threat Detection And Prevention Strategies
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Author : Rajesh David
language : en
Publisher: RK Publication
Release Date : 2024-11-05
Artificial Intelligence In Cyber Security Advanced Threat Detection And Prevention Strategies written by Rajesh David and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-05 with Computers categories.
Artificial Intelligence in Cyber Security Advanced Threat Detection and Prevention Strategies the transformative role of AI in strengthening cybersecurity defenses. This a comprehensive guide to how AI-driven technologies can identify, analyze, and mitigate sophisticated cyber threats in real time. Covering advanced techniques in machine learning, anomaly detection, and behavioral analysis, it offers strategic insights for proactively defending against cyber attacks. Ideal for cybersecurity professionals, IT managers, and researchers, this book illuminates AI's potential to anticipate vulnerabilities and safeguard digital ecosystems against evolving threats.
Machine Learning And Ai For Cybersecurity Enhancing Threat Detection And Response
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Author : SHANMUGAM MUTHU
language : en
Publisher: RK Publication
Release Date :
Machine Learning And Ai For Cybersecurity Enhancing Threat Detection And Response written by SHANMUGAM MUTHU and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Machine Learning and AI for Cybersecurity: Enhancing Threat Detection and Response explores how cutting-edge artificial intelligence and machine learning technologies are revolutionizing cybersecurity. This book provides a comprehensive overview of AI-driven threat detection, behavior-based anomaly analysis, and automated incident response systems. Covering key techniques such as deep learning, natural language processing, and reinforcement learning, it highlights real-world applications in malware detection, intrusion prevention, and phishing defense. Designed for researchers, professionals, and students, the book bridges the gap between theory and practice, offering practical insights into deploying intelligent cybersecurity solutions in an increasingly complex digital landscape.
Cross Industry Cyber Defense Advanced Techniques For It Medical And Financial Security
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Author : Venkatesh Kodela
language : en
Publisher: Xoffencer International Book Publication House
Release Date : 2025-05-23
Cross Industry Cyber Defense Advanced Techniques For It Medical And Financial Security written by Venkatesh Kodela and has been published by Xoffencer International Book Publication House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-23 with Computers categories.
The fast development of digital technologies has dissolved traditional barriers across industries in today's interconnected world, elevating the need of cross-sector cybersecurity to the level of an absolute requirement. There is growing interdependence and susceptibility to complex assaults in the information technology (IT), healthcare (HR), and banking (FIN) industries, all of which have their own set of challenges, regulatory mandates, and distinct threat vectors. Cross-Industry Cyber Defence: Advanced Techniques for IT, Medical, and Financial Security is an attempt to investigate and compile the state-of-the-art tactics and resources needed to protect these vital sectors. This work promotes an approach to security that is more integrated, robust, and intelligence driven, and it fosters collaboration across sectors, as opposed to traditional frameworks that generally function in silos. It stresses the significance of proactive threat detection, compliance, and governance while diving into the details of securing IT infrastructure, safeguarding sensitive health data under HIPAA and associated regulations, and strengthening financial networks against fraud and interruption. This volume seeks to equip stakeholders’ cybersecurity professionals, lawmakers, researchers, and organisational leaders to reevaluate defence architectures, close industry gaps, and construct an ecosystem resilient to present and future digital risks in an era where cyber threats are changing at a faster rate than regulatory frameworks.
Implications Of Artificial Intelligence For Cybersecurity
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Author : National Academies of Sciences, Engineering, and Medicine
language : en
Publisher: National Academies Press
Release Date : 2020-01-27
Implications Of Artificial Intelligence For Cybersecurity written by National Academies of Sciences, Engineering, and Medicine and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-27 with Computers categories.
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.
Vulnerabilities Assessment And Risk Management In Cyber Security
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Author : Hussain, Khalid
language : en
Publisher: IGI Global
Release Date : 2025-04-08
Vulnerabilities Assessment And Risk Management In Cyber Security written by Hussain, Khalid and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-08 with Computers categories.
Vulnerability assessment and risk management are critical components of cybersecurity, focusing on identifying, evaluating, and mitigating potential threats to an organization’s digital infrastructure. As cyberattacks become more sophisticated, understanding vulnerabilities in software, hardware, or networks is essential for preventing breaches and safeguarding sensitive data. Risk management analyzes the potential impact of these vulnerabilities and implements strategies to minimize exposure to cyber threats. By addressing both vulnerabilities and risks, organizations can enhance their resilience, prioritize resources, and ensure a strong defense against new cyber challenges. Vulnerabilities Assessment and Risk Management in Cyber Security explores the use of cyber technology in threat detection and risk mitigation. It offers various solutions to detect cyber-attacks, create robust risk management strategies, and secure organizational and individual data. This book covers topics such as cloud computing, data science, and knowledge discovery, and is a useful resource for computer engineers, data scientists, security professionals, business owners, researchers, and academicians.
Artificial Intelligence For Cybersecurity
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Author : Bojan Kolosnjaji
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-10-31
Artificial Intelligence For Cybersecurity written by Bojan Kolosnjaji and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-31 with Computers categories.
Gain well-rounded knowledge of AI methods in cybersecurity and obtain hands-on experience in implementing them to bring value to your organization Key Features Familiarize yourself with AI methods and approaches and see how they fit into cybersecurity Learn how to design solutions in cybersecurity that include AI as a key feature Acquire practical AI skills using step-by-step exercises and code examples Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionArtificial intelligence offers data analytics methods that enable us to efficiently recognize patterns in large-scale data. These methods can be applied to various cybersecurity problems, from authentication and the detection of various types of cyberattacks in computer networks to the analysis of malicious executables. Written by a machine learning expert, this book introduces you to the data analytics environment in cybersecurity and shows you where AI methods will fit in your cybersecurity projects. The chapters share an in-depth explanation of the AI methods along with tools that can be used to apply these methods, as well as design and implement AI solutions. You’ll also examine various cybersecurity scenarios where AI methods are applicable, including exercises and code examples that’ll help you effectively apply AI to work on cybersecurity challenges. The book also discusses common pitfalls from real-world applications of AI in cybersecurity issues and teaches you how to tackle them. By the end of this book, you’ll be able to not only recognize where AI methods can be applied, but also design and execute efficient solutions using AI methods.What you will learn Recognize AI as a powerful tool for intelligence analysis of cybersecurity data Explore all the components and workflow of an AI solution Find out how to design an AI-based solution for cybersecurity Discover how to test various AI-based cybersecurity solutions Evaluate your AI solution and describe its advantages to your organization Avoid common pitfalls and difficulties when implementing AI solutions Who this book is for This book is for machine learning practitioners looking to apply their skills to overcome cybersecurity challenges. Cybersecurity workers who want to leverage machine learning methods will also find this book helpful. Fundamental concepts of machine learning and beginner-level knowledge of Python programming are needed to understand the concepts present in this book. Whether you’re a student or an experienced professional, this book offers a unique and valuable learning experience that will enable you to protect your network and data against the ever-evolving threat landscape.
Artificial Intelligence And Machine Learning In Cyber Security
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Author : Mark Hayward
language : en
Publisher: Mark Hayward
Release Date : 2025-06-06
Artificial Intelligence And Machine Learning In Cyber Security written by Mark Hayward and has been published by Mark Hayward this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Computers categories.
Artificial Intelligence (AI) refers to the development of computer systems that can perform tasks typically requiring human intelligence. These tasks include understanding language, recognizing patterns, solving problems, and making decisions. AI systems can process vast amounts of data quickly and adapt their responses based on new information, which makes them particularly valuable in monitoring and responding to cyber threats. Machine Learning (ML), a subset of AI, focuses specifically on algorithms that enable computers to learn from data without being explicitly programmed for every specific task. In recent years, AI and ML have gained widespread attention for their potential to dramatically enhance cybersecurity defenses
Microsoft Certified Security Operations Analyst Associate Sc 200
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date :
Microsoft Certified Security Operations Analyst Associate Sc 200 written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on with Study Aids categories.
Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com
Establishing Security Operations Center
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Author : Sameer Vasant Kulkarni
language : en
Publisher: BPB Publications
Release Date : 2025-07-08
Establishing Security Operations Center written by Sameer Vasant Kulkarni and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-08 with Computers categories.
DESCRIPTION Cyber threats are everywhere and constantly evolving. Data breaches, ransomware, and phishing have become everyday news. This book offers concepts and practical insights for setting up and managing a security operations center. You will understand why SOCs are essential in the current cyber landscape, how to build one from scratch, and how it helps organizations stay protected 24/7. This book systematically covers the entire lifecycle of a SOC, beginning with cybersecurity fundamentals, the threat landscape, and the profound implications of cyber incidents. It will guide you through why SOCs are critical in today’s cyber landscape, how to build one from the ground up, tools, roles, and real-life examples from the industry. The handling of security incidents before they turn into threats can be effective through this book. The entire ecosystem of management of security operations is covered to effectively handle and mitigate them. Upon completing this guide, you will possess a holistic understanding of SOC operations, equipped with the knowledge to strategically plan, implement, and continuously enhance your organization's cybersecurity posture, confidently navigating the complexities of modern digital defense. The book aims to empower the readers to take on the complexities of cybersecurity handling. WHAT YOU WILL LEARN ● Understand SOC evolution, core domains like asset/compliance management, and modern frameworks. ● Implement log management, SIEM use cases, and incident response lifecycles. ● Leverage threat intelligence lifecycles and proactive threat hunting methodologies. ● Adapt SOCs to AI/ML, cloud, and other emerging technologies for future resilience. ● Integrate SOC operations with business continuity, compliance, and industry frameworks. WHO THIS BOOK IS FOR The book serves as a guide for those who are interested in managing the facets of SOC. The responders at level 1, analysts at level 2, and senior analysts at level 3 can gain insights to refresh their understanding and provide guidance for career professionals. This book aims to equip professionals, from analysts to executives, with the knowledge to build scalable, resilient SOCs that are ready to confront emerging challenges. TABLE OF CONTENTS Section 1: Understanding Security Operations Center 1. Cybersecurity Basics 2. Cybersecurity Ramifications and Implications 3. Evolution of Security Operations Centers 4. Domains of Security Operations Centers 5. Modern Developments in Security Operations Centers 6. Incident Response Section 2: SOC Components 7. Analysis 8. Threat Intelligence and Hunting 9. People Section 3: Implementing SOC 10. Process 11. Technology 12. Building Security Operations Centers Infrastructure 13. Business Continuity Section 4: Practical Implementation Aspects 14. Frameworks 15. Best Practices Section 5: Changing Dynamics of SOC with Evolving Threats Fueled by Emerging Technologies 16. Impact of Emerging Technologies 17. Cyber Resilient Systems 18. Future Directions