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

AI-DRIVEN CYBER DEFENSE: Enhancing Security with Machine Learning and Generative AI
Title AI-DRIVEN CYBER DEFENSE: Enhancing Security with Machine Learning and Generative AI PDF eBook
Author Dr Sivaraju Kuraku
Publisher JEC PUBLICATION
Pages 186
Release
Genre Fiction
ISBN 9361751131

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Utilizing Generative AI for Cyber Defense Strategies

Utilizing Generative AI for Cyber Defense Strategies
Title Utilizing Generative AI for Cyber Defense Strategies PDF eBook
Author Jhanjhi, Noor Zaman
Publisher IGI Global
Pages 546
Release 2024-09-12
Genre Computers
ISBN

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As cyber threats become increasingly sophisticated, the need for innovative defense strategies becomes urgent. Generative artificial intelligence (AI) offers a revolutionary approach to enhance cybersecurity. By utilizing advanced algorithms, data analysis, and machine learning, generative AI can simulate complex attack scenarios, identify vulnerabilities, and develop proactive defense mechanisms while adapting to modern-day cyber-attacks. AI strengthens current organizational security while offering quick, effective responses to emerging threats. Decisive strategies are needed to integrate generative AI into businesses defense strategies and protect organizations from attacks, secure digital data, and ensure safe business processes. Utilizing Generative AI for Cyber Defense Strategies explores the utilization of generative AI tools in organizational cyber security and defense. Strategies for effective threat detection and mitigation are presented, with an emphasis on deep learning, artificial intelligence, and Internet of Things (IoT) technology. This book covers topics such as cyber security, threat intelligence, and behavior analysis, and is a useful resource for computer engineers, security professionals, business owners, government officials, data analysts, academicians, scientists, and researchers.

AI-Driven Cybersecurity andThreat Intelligence

AI-Driven Cybersecurity andThreat Intelligence
Title AI-Driven Cybersecurity andThreat Intelligence PDF eBook
Author Iqbal H. Sarker
Publisher Springer Nature
Pages 207
Release
Genre
ISBN 3031544978

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Machine Learning for Cyber Agents

Machine Learning for Cyber Agents
Title Machine Learning for Cyber Agents PDF eBook
Author Stanislav Abaimov
Publisher Springer Nature
Pages 235
Release 2022-01-27
Genre Computers
ISBN 3030915859

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The cyber world has been both enhanced and endangered by AI. On the one hand, the performance of many existing security services has been improved, and new tools created. On the other, it entails new cyber threats both through evolved attacking capacities and through its own imperfections and vulnerabilities. Moreover, quantum computers are further pushing the boundaries of what is possible, by making machine learning cyber agents faster and smarter. With the abundance of often-confusing information and lack of trust in the diverse applications of AI-based technologies, it is essential to have a book that can explain, from a cyber security standpoint, why and at what stage the emerging, powerful technology of machine learning can and should be mistrusted, and how to benefit from it while avoiding potentially disastrous consequences. In addition, this book sheds light on another highly sensitive area – the application of machine learning for offensive purposes, an aspect that is widely misunderstood, under-represented in the academic literature and requires immediate expert attention.

Artificial Intelligence for Security

Artificial Intelligence for Security
Title Artificial Intelligence for Security PDF eBook
Author Tuomo Sipola
Publisher Springer Nature
Pages 373
Release
Genre
ISBN 3031574524

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The Digital Shield

The Digital Shield
Title The Digital Shield PDF eBook
Author Drew Ashton
Publisher eBookIt.com
Pages 168
Release 2024-08-19
Genre Computers
ISBN 145665506X

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Protect the Digital Frontier with AI In an age where cyber threats lurk behind every corner of the internet, safeguarding our digital assets has never been more critical. "The Digital Shield: AI in Cyber Defense" is an essential read for anyone looking to understand and deploy the revolutionary capabilities of Artificial Intelligence in the field of cybersecurity. Across its insightful chapters, the book explores the early adoption of AI in digital defense and reveals the key drivers that propelled its rise. Readers will gain a comprehensive understanding of cyber threats, from well-known attacks like malware and ransomware to intricate advanced persistent threats (APTs). Delve into the sophisticated techniques of AI applied in safeguarding our digital lives. Discover how machine learning, deep learning, and natural language processing (NLP) contribute to anomaly detection and real-time threat monitoring. The depth and breadth of AI's role–from intrusion detection systems to automated patch management–are illustrated through vivid, real-world case studies. This book doesn't shy away from critical discussions. It challenges you to consider the ethical implications and privacy concerns associated with AI in cybersecurity. What does the future hold? How will legal frameworks evolve to keep pace with technological advancements? The book's exploration of regulatory and legal aspects provides crucial insights into these pressing questions. Enriched with practical examples and success stories, "The Digital Shield: AI in Cyber Defense" not only offers a roadmap for today's cyber defenders but also sheds light on the emerging technologies that will define tomorrow's battles. This indispensable resource will arm you with the knowledge to anticipate and counteract the ever-evolving cyber threats, ensuring that you are always one step ahead in protecting what matters most. Don't wait for a cyber catastrophe to understand the stakes. Equip yourself with the power of AI and be part of the future of cyber defense.

AI-Powered Security

AI-Powered Security
Title AI-Powered Security PDF eBook
Author Alter Pérez
Publisher Independently Published
Pages 0
Release 2024-08-10
Genre Computers
ISBN

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In an era where cyber threats are evolving at an unprecedented pace, "AI-Powered Security: The Future of Cyber Defense" by Alter Pérez emerges as a vital resource for cybersecurity professionals, IT managers, and tech enthusiasts alike. This comprehensive guide delves deep into the transformative power of artificial intelligence (AI) in revolutionizing the landscape of cyber defense. 1. Comprehensive Introduction to AI in Cybersecurity: The book begins with a thorough introduction to AI and its historical context, setting the stage for a detailed exploration of its application in cybersecurity. Pérez elucidates the evolution of AI, its core principles, and the significant milestones that have marked its journey into the cybersecurity domain. 2. In-Depth Analysis of the Cyber Threat Landscape: Understand the various types of cyber threats, from malware and phishing to advanced persistent threats (APTs) and ransomware. Pérez provides a detailed analysis of recent trends in cyber attacks and highlights the challenges posed by traditional cyber defense mechanisms. 3. Machine Learning Fundamentals: Dive into the basics of machine learning, including supervised, unsupervised, and reinforcement learning techniques. Learn how these AI methodologies are applied to enhance cybersecurity measures and protect against sophisticated cyber threats. 4. AI-Driven Threat Detection and Incident Response: Discover how AI-powered tools are revolutionizing threat detection systems like Intrusion Detection Systems (IDS) and Intrusion Prevention Systems (IPS). The book also covers AI's role in incident response, forensic analysis, and reducing response times, offering real-world case studies of successful implementations. 5. Network and Endpoint Security: Explore AI applications in network security, including securing Internet of Things (IoT) devices, cloud security solutions, and software-defined networking (SDN). Pérez also delves into AI-based antivirus and anti-malware solutions, endpoint detection and response (EDR), and protecting mobile and remote devices. 6. Advanced Topics in AI for Cybersecurity: Gain insights into AI-driven threat intelligence platforms, predictive analytics, and the integration of AI with existing threat feeds. Learn about the ethical and legal considerations, including data privacy, bias, and fairness in AI models. 7. Strategic Implementation and Future Directions: Get practical advice on integrating AI into cybersecurity infrastructure, choosing the right tools, training the security team, and measuring the effectiveness of AI solutions. Pérez also discusses the future of AI in cyber defense, emerging technologies, and the potential impact of quantum computing. About the Author Alter Pérez is a renowned cybersecurity expert with years of experience in developing and implementing advanced security solutions. His deep understanding of AI and its applications in cybersecurity has made him a sought-after speaker, consultant, and thought leader in the industry. Through this book, Pérez shares his extensive knowledge and insights, helping readers stay ahead of the curve in the dynamic field of cyber defense. Prepare to embark on a journey into the future of cybersecurity with "AI-Powered Security: The Future of Cyber Defense." This book is not just a guide; it is a roadmap to navigating the complex world of cyber threats using the cutting-edge capabilities of artificial intelligence. Equip yourself with the skills and knowledge to defend against the cyber threats of today and anticipate the challenges of tomorrow with the expert guidance of Alter Pérez.