Protecting Privacy Through Homomorphic Encryption
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Protecting Privacy Through Homomorphic Encryption
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Author : Kristin Lauter
language : en
Publisher: Springer Nature
Release Date : 2022-01-04
Protecting Privacy Through Homomorphic Encryption written by Kristin Lauter and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-04 with Mathematics categories.
This book summarizes recent inventions, provides guidelines and recommendations, and demonstrates many practical applications of homomorphic encryption. This collection of papers represents the combined wisdom of the community of leading experts on Homomorphic Encryption. In the past 3 years, a global community consisting of researchers in academia, industry, and government, has been working closely to standardize homomorphic encryption. This is the first publication of whitepapers created by these experts that comprehensively describes the scientific inventions, presents a concrete security analysis, and broadly discusses applicable use scenarios and markets. This book also features a collection of privacy-preserving machine learning applications powered by homomorphic encryption designed by groups of top graduate students worldwide at the Private AI Bootcamp hosted by Microsoft Research. The volume aims to connect non-expert readers with this important new cryptographic technology in an accessible and actionable way. Readers who have heard good things about homomorphic encryption but are not familiar with the details will find this book full of inspiration. Readers who have preconceived biases based on out-of-date knowledge will see the recent progress made by industrial and academic pioneers on optimizing and standardizing this technology. A clear picture of how homomorphic encryption works, how to use it to solve real-world problems, and how to efficiently strengthen privacy protection, will naturally become clear.
Homomorphic Encryption And Applications
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Author : Xun Yi
language : en
Publisher: Springer
Release Date : 2014-11-06
Homomorphic Encryption And Applications written by Xun Yi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-06 with Computers categories.
This book introduces the fundamental concepts of homomorphic encryption. From these foundations, applications are developed in the fields of private information retrieval, private searching on streaming data, privacy-preserving data mining, electronic voting and cloud computing. The content is presented in an instructional and practical style, with concrete examples to enhance the reader's understanding. This volume achieves a balance between the theoretical and the practical components of modern information security. Readers will learn key principles of homomorphic encryption as well as their application in solving real world problems.
Partially Homomorphic Encryption
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Author : Çetin Kaya Koç
language : en
Publisher: Springer Nature
Release Date : 2021-09-29
Partially Homomorphic Encryption written by Çetin Kaya Koç and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-29 with Computers categories.
This monograph describes and implements partially homomorphic encryption functions using a unified notation. After introducing the appropriate mathematical background, the authors offer a systematic examination of the following known algorithms: Rivest-Shamir-Adleman; Goldwasser-Micali; ElGamal; Benaloh; Naccache-Stern; Okamoto-Uchiyama; Paillier; Damgaard-Jurik; Boneh-Goh-Nissim; and Sander-Young-Yung. Over recent years partially and fully homomorphic encryption algorithms have been proposed and researchers have addressed issues related to their formulation, arithmetic, efficiency and security. Formidable efficiency barriers remain, but we now have a variety of algorithms that can be applied to various private computation problems in healthcare, finance and national security, and studying these functions may help us to understand the difficulties ahead. The book is valuable for researchers and graduate students in Computer Science, Engineering, and Mathematics who are engaged with Cryptology.
Understanding Ai In Cybersecurity And Secure Ai
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Author : Dilli Prasad Sharma
language : en
Publisher: Springer Nature
Release Date : 2025-05-26
Understanding Ai In Cybersecurity And Secure Ai written by Dilli Prasad Sharma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-26 with Business & Economics categories.
This book presents an overview of the emerging topics in Artificial Intelligence (AI) and cybersecurity and addresses the latest AI models that could be potentially applied to a range of cybersecurity areas. Furthermore, it provides different techniques of how to make the AI algorithms secure from adversarial attacks. The book presents the cyber threat landscape and explains the various spectrums of AI and the applications and limitations of AI in cybersecurity. Moreover, it explores the applications and limitations of secure AI. The authors discuss the three categories of machine learning (ML) models and reviews cutting-edge recent Deep Learning (DL) models. Furthermore, the book provides a general AI framework in security as well as different modules of the framework; similarly, chapter four proposes a general framework for secure AI. It explains different aspects of network security including malware and attacks. The book also includes a comprehensive study of various scopes of application security; categorised into three groups of smartphone, web application, and desktop application and delves into the concepts of cloud security. The authors discuss state-of-the-art Internet of Things (IoT) security and describe various challenges of AI for cybersecurity, such as data diversity, model customising, explainability, and time complexity and includes some future work. They provide a comprehensive understanding of adversarial machine learning including the up-to-date adversarial attacks and defences. The book finishes off with a discussion of the challenges and future work in secure AI. Overall, this book covers applications of AI models to various fields of cybersecurity and appeals not only to an scholarly audience but also to professionals wanting to learn more about the new developments in these areas.
Ai And Blockchain Applications In Industrial Robotics
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Author : Biradar, Rajashekhar C.
language : en
Publisher: IGI Global
Release Date : 2023-12-29
Ai And Blockchain Applications In Industrial Robotics written by Biradar, Rajashekhar C. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Technology & Engineering categories.
The ever-evolving industrial landscape poses challenges for businesses, particularly in robotics, where performance optimization and data security are paramount. AI and Blockchain Applications in Industrial Robotics, edited by esteemed scholars Mihai Lazarescu, Rajashekhar Biradar, Geetha Devanagavi, Nikhath Tabassum, and Nayana Hegde, presents the transformative potential of combining AI and blockchain technologies to revolutionize the field. This exceptional book provides comprehensive insights into how AI enhances predictive models and pattern recognition, while blockchain ensures secure and immutable data transactions. By synergizing these technologies, businesses can achieve enhanced transparency, trust, and efficiency in their robotic processes. With practical applications, use cases, and real-world examples, the book caters to a wide range of readers, empowering them to embrace the possibilities of AI and blockchain in industrial robotics. AI and Blockchain Applications in Industrial Robotics equip industries with the tools and understanding to overcome challenges in optimizing performance, ensuring data security, and harnessing emerging technologies. Serving as a beacon of knowledge, this book drives innovation, efficiency, and competitiveness in the industrial sector. Whether for postgraduate students, researchers, industry professionals, undergraduate students, or freelance developers, the book provides valuable insights and practical guidance for implementing AI and blockchain solutions. By embracing the transformative potential of these technologies, industries can unlock new possibilities and propel themselves forward in the ever-advancing world of industrial robotics.
Accelerating Product Development Cycles With Digital Twins And Iot Integration
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Author : Mamodiya, Udit
language : en
Publisher: IGI Global
Release Date : 2025-05-08
Accelerating Product Development Cycles With Digital Twins And Iot Integration written by Mamodiya, Udit and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-08 with Business & Economics categories.
In today's market, accelerating product development cycles helps businesses gain a competitive edge and meet consumer demands. The integration of digital twins and Internet of Things (IoT) technologies has emerged as a transformative solution, enabling organizations to streamline their design, testing, and production processes. Digital twins allow real-time simulation and monitoring, providing valuable insights into performance, potential issues, and design optimizations. When coupled with IoT businesses can gather continuous feedback throughout the product lifecycle. This accelerates innovation, enhances product quality, and minimizes costs by identifying inefficiencies. By leveraging these technologies, companies can optimize their development cycles and deliver smarter, more reliable products to meet the needs of the marketplace. Accelerating Product Development Cycles With Digital Twins and IoT Integration explores the transformative potential of cutting-edge digital twin technologies in advancing data analytics and the Internet of Things (IoT). It provides a comprehensive analysis of how digital twins enable real-time monitoring, predictive insights, and enhanced decision-making by bridging the physical and digital worlds. This book covers topics such as computational engineering, algorithms, and blockchain, and is a useful resource for business owners, managers, computer engineers, academicians, researchers, and data scientists.
Privacy In Vehicular Networks
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Author : Baihe Ma
language : en
Publisher: CRC Press
Release Date : 2025-02-17
Privacy In Vehicular Networks written by Baihe Ma and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-17 with Computers categories.
In an era where vehicular networks and Location-Based Services (LBS) are rapidly expanding, safeguarding location privacy has become a critical challenge. Privacy in Vehicular Networks delves into the complexities of protecting sensitive location data within the dynamic and decentralized environment of vehicular networks. This book stands out by addressing both the theoretical and practical aspects of location privacy, offering a thorough analysis of existing vulnerabilities and innovative solutions. This book meticulously examines the interplay between location privacy and the operational necessities of road networks. It introduces a differential privacy framework tailored specifically for vehicular environments, ensuring robust protection against various types of privacy breaches. By integrating advanced detection algorithms and personalized obfuscation schemes, the book provides a multi-faceted approach to enhancing location privacy without compromising data utility. The key features of this book can be summarized as follows: Comprehensive Analysis: Detailed examination of location privacy requirements and existing preservation mechanisms Innovative Solutions: Introduction of a Personalized Location Privacy-Preserving (PLPP) mechanism based on Road Network-Indistinguishability (RN-I) Advanced Detection: Utilization of Convolutional Neural Networks (CNN) for detecting illegal trajectories and enhancing data integrity Collective Security: Implementation of the Cloaking Region Obfuscation (CRO) mechanism to secure multiple vehicles in high-density road networks Holistic Approach: Joint Trajectory Obfuscation and Pseudonym Swapping (JTOPS) mechanism to seamlessly integrate privacy preservation with traffic management Future-Ready: Exploration of upcoming challenges and recommendations for future research in vehicular network privacy This book is essential for researchers, practitioners, and policymakers in the fields of vehicular networks, data privacy, and cybersecurity. It provides valuable insights for anyone involved in the development and implementation of LBS, ensuring they are equipped with the knowledge to protect user privacy effectively.
The Ethics Of Cybersecurity
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Author : Markus Christen
language : en
Publisher: Springer Nature
Release Date : 2020-02-10
The Ethics Of Cybersecurity written by Markus Christen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-10 with Philosophy categories.
This open access book provides the first comprehensive collection of papers that provide an integrative view on cybersecurity. It discusses theories, problems and solutions on the relevant ethical issues involved. This work is sorely needed in a world where cybersecurity has become indispensable to protect trust and confidence in the digital infrastructure whilst respecting fundamental values like equality, fairness, freedom, or privacy. The book has a strong practical focus as it includes case studies outlining ethical issues in cybersecurity and presenting guidelines and other measures to tackle those issues. It is thus not only relevant for academics but also for practitioners in cybersecurity such as providers of security software, governmental CERTs or Chief Security Officers in companies.
Cyber Shields Protecting Iot In The New Digital Age
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Author : Amardeep Das
language : en
Publisher: Namya Press
Release Date : 2023-08-01
Cyber Shields Protecting Iot In The New Digital Age written by Amardeep Das and has been published by Namya Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-01 with Computers categories.
"Cyber Shields: Protecting IoT in the New Digital Age" is a comprehensive guide that delves into the intricacies of securing Internet of Things (IoT) environments. In an era where IoT devices are becoming increasingly prevalent and interconnected, this book provides valuable insights and practical strategies for protecting these devices and their networks from cyber threats. The book begins with an introduction to the rise of IoT and the need for Cyber Shields in today's interconnected world. It explores the evolution of IoT, from its early beginnings to its widespread adoption across various industries. The introduction highlights the security challenges in IoT environments, emphasizing the vulnerabilities inherent in IoT devices and networks. Throughout the chapters, the book covers various essential topics related to IoT security. It addresses the emerging threat landscape specific to IoT, examining real-world case studies of notable IoT attacks to understand better the risks involved. The book also explores the vulnerabilities present in IoT systems, including inadequate security measures in IoT devices, data privacy concerns, network vulnerabilities, and the challenges of device identity and authentication. The book offers practical guidance on building a secure foundation for IoT devices to counter these security challenges. It covers secure device provisioning, authentication methods, secure credential management, and device-to-device communication. Data protection and encryption techniques are discussed, focusing on securing data at rest and in transit and addressing privacy concerns. The book further explores access control and authorization mechanisms, providing insights into role-based access control, fine-grained access control policies, and user and device identity management. It also examines the importance of detecting anomalies and intrusions in IoT environments, discussing intrusion detection and prevention systems, behavioral analytics, real-time monitoring, and incident response strategies. Recognizing the significance of cloud and edge computing in IoT, the book addresses the security considerations and measures for both cloud-based and edge-based IoT deployments. It examines the challenges of securing hybrid IoT environments and explores data privacy and compliance issues. Best practices for IoT security are emphasized throughout the book, including the importance of security by design, regular software updates and patch management, security testing, and vulnerability assessments. It also highlights the value of collaborative security efforts through industry standards and partnerships. Looking towards the future, the book explores the potential impact of emerging technologies on IoT security. It examines the role of blockchain technology, artificial intelligence, and quantum computing in securing next-generation IoT applications. In conclusion, "Cyber Shields: Protecting IoT in the New Digital Age" equips readers with comprehensive knowledge and practical strategies for safeguarding IoT devices and networks in the evolving landscape of cybersecurity. Whether readers are IoT device manufacturers, cybersecurity professionals, or end-users, this book is invaluable for navigating the complexities of IoT security and building resilient Cyber Shields in the new digital age.
Cyber Physical System 2 0
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Author : Amitkumar V. Jha
language : en
Publisher: CRC Press
Release Date : 2024-12-16
Cyber Physical System 2 0 written by Amitkumar V. Jha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Technology & Engineering categories.
The book covers the emerging communication and computational technologies for future cyber-physical systems and discusses the security of in-vehicle communication protocols using automotive embedded systems, presenting an in-depth analysis across various domains, such as manufacturing, transportation, health-care, and smart cities. This book: Discusses how communication and computing co-design provides dynamic adaptability and centralized control. Presents the convergence of physical and digital realities within the metaverse and multiverse, setting the stage for the future of cyber-physical-social systems (CPSS). Presents emerging communication and computational technologies, such as 6G, software-defined networking, cloud computing, blockchain, artificial intelligence, machine learning, virtual reality, and blockchain, for the design and implementation of cyber-physical systems. Explores advanced topics such as security and privacy in industrial CPS, strategies for protecting serial industrial networks, and enhancing firmware update security in automotive systems. It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, and information technology.