Artificial Intelligence In Cyber Security Advanced Threat Detection And Prevention Strategies
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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.
Cyber Threat Intelligence
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Author : Ali Dehghantanha
language : en
Publisher: Springer
Release Date : 2018-04-27
Cyber Threat Intelligence written by Ali Dehghantanha and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-27 with Computers categories.
This book provides readers with up-to-date research of emerging cyber threats and defensive mechanisms, which are timely and essential. It covers cyber threat intelligence concepts against a range of threat actors and threat tools (i.e. ransomware) in cutting-edge technologies, i.e., Internet of Things (IoT), Cloud computing and mobile devices. This book also provides the technical information on cyber-threat detection methods required for the researcher and digital forensics experts, in order to build intelligent automated systems to fight against advanced cybercrimes. The ever increasing number of cyber-attacks requires the cyber security and forensic specialists to detect, analyze and defend against the cyber threats in almost real-time, and with such a large number of attacks is not possible without deeply perusing the attack features and taking corresponding intelligent defensive actions – this in essence defines cyber threat intelligence notion. However, such intelligence would not be possible without the aid of artificial intelligence, machine learning and advanced data mining techniques to collect, analyze, and interpret cyber-attack campaigns which is covered in this book. This book will focus on cutting-edge research from both academia and industry, with a particular emphasis on providing wider knowledge of the field, novelty of approaches, combination of tools and so forth to perceive reason, learn and act on a wide range of data collected from different cyber security and forensics solutions. This book introduces the notion of cyber threat intelligence and analytics and presents different attempts in utilizing machine learning and data mining techniques to create threat feeds for a range of consumers. Moreover, this book sheds light on existing and emerging trends in the field which could pave the way for future works. The inter-disciplinary nature of this book, makes it suitable for a wide range of audiences with backgrounds in artificial intelligence, cyber security, forensics, big data and data mining, distributed systems and computer networks. This would include industry professionals, advanced-level students and researchers that work within these related fields.
Ai Enabled Threat Detection And Security Analysis For Industrial Iot
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Author : Hadis Karimipour
language : en
Publisher: Springer
Release Date : 2022-08-06
Ai Enabled Threat Detection And Security Analysis For Industrial Iot written by Hadis Karimipour and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-06 with Computers categories.
This contributed volume provides the state-of-the-art development on security and privacy for cyber-physical systems (CPS) and industrial Internet of Things (IIoT). More specifically, this book discusses the security challenges in CPS and IIoT systems as well as how Artificial Intelligence (AI) and Machine Learning (ML) can be used to address these challenges. Furthermore, this book proposes various defence strategies, including intelligent cyber-attack and anomaly detection algorithms for different IIoT applications. Each chapter corresponds to an important snapshot including an overview of the opportunities and challenges of realizing the AI in IIoT environments, issues related to data security, privacy and application of blockchain technology in the IIoT environment. This book also examines more advanced and specific topics in AI-based solutions developed for efficient anomaly detection in IIoT environments. Different AI/ML techniques including deep representation learning, Snapshot Ensemble Deep Neural Network (SEDNN), federated learning and multi-stage learning are discussed and analysed as well. Researchers and professionals working in computer security with an emphasis on the scientific foundations and engineering techniques for securing IIoT systems and their underlying computing and communicating systems will find this book useful as a reference. The content of this book will be particularly useful for advanced-level students studying computer science, computer technology, cyber security, and information systems. It also applies to advanced-level students studying electrical engineering and system engineering, who would benefit from the case studies.
Hands On Artificial Intelligence For Cybersecurity
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Author : Alessandro Parisi
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-08-02
Hands On Artificial Intelligence For Cybersecurity written by Alessandro Parisi 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 2019-08-02 with Computers categories.
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.
Security Of Information And Networks
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Author : Atilla Eli
language : en
Publisher: Trafford Publishing
Release Date : 2008
Security Of Information And Networks written by Atilla Eli and has been published by Trafford Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.
This book is a select collection of edited papers from the International Conference on Security of Information and Networks (SIN 2007) on the main theme of Information Assurance, Security, and Public Policy. SIN 2007 was hosted by the Eastern Mediterranean University in Gazimagusa, North Cyprus and co-organized by the Istanbul Technical University, Turkey. While SIN 2007 covered all areas of information and network security, the papers included here focused on the following topics: - cryptology: design and analysis of cryptographic algorithms, hardware and software implementations of cryptographic algorithms, and steganography; - network security: authentication, authorization and access control, privacy, intrusion detection, grid security, and mobile and personal area networks; - IT governance: information security management systems, risk and threat analysis, and information security policies. They represent an interesting mix of innovative academic research and experience reports from practitioners. This is further complemented by a number of invited papers providing excellent overviews: - Elisabeth Oswald, University of Bristol, Bristol, UK: Power Analysis Attack: A Very Brief Introduction; - Marc Joye, Thomson R&D, France: On White-Box Cryptography; - Bart Preneel, Katholieke Universiteit Leuven, Leuven, Belgium: Research Challenges in Cryptology; - Mehmet Ufuk Caglayan, Bogazici University, Turkey: Secure Routing in Ad Hoc Networks and Model Checking. The papers are organized in a logical sequence covering Ciphers; Mobile Agents & Networks; Access Control and Security Assurance; Attacks, Intrusion Detection, and Security Recommendations; and, Security Software, Performance, and Experience.
2021 2nd Global Conference For Advancement In Technology Gcat
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Author : IEEE Staff
language : en
Publisher:
Release Date : 2021-10
2021 2nd Global Conference For Advancement In Technology Gcat written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10 with categories.
Power, Energy and Power Electronics (PEPE),Signal and Image Processing (SIP),Communication Systems (CS),Computational Intelligence (CI),Biomedical Devices & Application (BDA),Transportation Technologies (TT),Information Systems and Technologies (IST),Embedded & VLSI (EVL) and other topics related with Computer Information Technology Electrical Electronics Communication Engineering
The Art Of Cyber Defense
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Author : Youssef Baddi
language : en
Publisher: CRC Press
Release Date : 2024-11-08
The Art Of Cyber Defense written by Youssef Baddi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-08 with Computers categories.
The Art of Cyber Defense: From Risk Assessment to Threat Intelligence offers a comprehensive exploration of cybersecurity principles, strategies, and technologies essential for safeguarding digital assets and mitigating evolving cyber threats. This book provides invaluable insights into the intricacies of cyber defense, guiding readers through a journey from understanding risk assessment methodologies to leveraging threat intelligence for proactive defense measures. Delving into the nuances of modern cyber threats, this book equips readers with the knowledge and tools necessary to navigate the complex landscape of cybersecurity. Through a multidisciplinary approach, it addresses the pressing challenges organizations face in securing their digital infrastructure and sensitive data from cyber‐attacks. This book offers comprehensive coverage of the most essential topics, including: Advanced malware detection and prevention strategies leveraging artificial intelligence (AI) Hybrid deep learning techniques for malware classification Machine learning solutions and research perspectives on Internet of Services (IoT) security Comprehensive analysis of blockchain techniques for enhancing IoT security and privacy Practical approaches to integrating security analysis modules for proactive threat intelligence This book is an essential reference for students, researchers, cybersecurity professionals, and anyone interested in understanding and addressing contemporary cyber defense and risk assessment challenges. It provides a valuable resource for enhancing cybersecurity awareness, knowledge, and practical skills.
Artificial Intelligence And Cybersecurity
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Author : Ishaani Priyadarshini
language : en
Publisher: CRC Press
Release Date : 2022-02-03
Artificial Intelligence And Cybersecurity written by Ishaani Priyadarshini and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-03 with Computers categories.
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.
Critical Phishing Defense Strategies And Digital Asset Protection
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Author : Gupta, Brij B.
language : en
Publisher: IGI Global
Release Date : 2025-02-14
Critical Phishing Defense Strategies And Digital Asset Protection written by Gupta, Brij B. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-14 with Computers categories.
As phishing attacks become more sophisticated, organizations must use a multi-layered approach to detect and prevent these threats, combining advanced technologies like AI-powered threat detection, user training, and authentication systems. Protecting digital assets requires strong encryption, secure access controls, and continuous monitoring to minimize vulnerabilities. With the growing reliance on digital platforms, strengthening defenses against phishing and ensuring the security of digital assets are integral to preventing financial loss, reputational damage, and unauthorized access. Further research into effective strategies may help prevent cybercrime while building trust and resilience in an organization's digital infrastructure. Critical Phishing Defense Strategies and Digital Asset Protection explores the intricacies of phishing attacks, including common tactics and techniques used by attackers. It examines advanced detection and prevention methods, offering practical solutions and best practices for defending against these malicious activities. This book covers topics such as network security, smart devices, and threat detection, and is a useful resource for computer engineers, security professionals, data scientists, academicians, and researchers.
Cloud Security Management Advanced Strategies For Multi Cloud Environments And Compliance
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Author : Guruprasad Govindappa venkatesha Mr. Rahul Moriwal
language : en
Publisher: DeepMisti Publication
Release Date : 2025-01-18
Cloud Security Management Advanced Strategies For Multi Cloud Environments And Compliance written by Guruprasad Govindappa venkatesha Mr. Rahul Moriwal and has been published by DeepMisti Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-18 with Computers categories.
In today’s rapidly evolving digital landscape, cloud computing has emerged as a cornerstone of innovation and efficiency for organizations worldwide. The adoption of multi-cloud strategies— leveraging the services of multiple cloud providers—has unlocked unparalleled opportunities for scalability, flexibility, and cost optimization. However, it has also introduced a labyrinth of challenges, particularly in the realm of security and compliance. "Cloud Security Management: Advanced Strategies for Multi-Cloud Environments and Compliance" is born out of the pressing need to navigate this complex terrain. With an increasing reliance on cloud-native technologies, organizations are now tasked with securing their data, applications, and infrastructure across disparate cloud platforms, all while adhering to stringent regulatory requirements. The stakes are high: a single misstep in cloud security can have far- reaching consequences, from financial losses to reputational damage. This book serves as a comprehensive guide for IT professionals, security architects, and decision- makers who are responsible for designing and implementing robust cloud security frameworks. Drawing upon industry best practices, real-world case studies, and cutting-edge research, it provides actionable insights into: • Identifying and mitigating risks unique to multi-cloud architectures. • Implementing unified security policies across diverse cloud environments. • Leveraging automation and artificial intelligence to enhance security posture. • Ensuring compliance with global regulations such as GDPR, HIPAA, and CCPA. • Building a culture of security awareness within organizations. As the cloud landscape continues to evolve, so too must our strategies for safeguarding it. This book is not just a manual for navigating current challenges; it is a roadmap for staying ahead of the curve in a world where the boundaries of technology are constantly being redefined. Whether you are a seasoned cloud practitioner or embarking on your first foray into cloud security, this book offers the tools and knowledge needed to thrive in today’s multi-cloud ecosystem. Together, let us embrace the opportunities of the cloud while ensuring the highest standards of security and compliance. Authors