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Security and Privacy in Federated Learning, Yu


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Автор: Yu
Название:  Security and Privacy in Federated Learning
ISBN: 9789811986918
Издательство: Springer
Классификация:


ISBN-10: 9811986916
Обложка/Формат: Hardback
Страницы: 133
Вес: 0.42 кг.
Дата издания: 11.03.2023
Серия: Digital Privacy and Security
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 1 illustrations, black and white; xii, 133 p. 1 illus.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: In this book, the authors highlight the latest research findings on the security and privacy of federated learning systems. The main attacks and counterattacks in this booming field are presented to readers in connection with inference, poisoning, generative adversarial networks, differential privacy, secure multi-party computation, homomorphic encryption, and shuffle, respectively. The book offers an essential overview for researchers who are new to the field, while also equipping them to explore this “uncharted territory.” For each topic, the authors first present the key concepts, followed by the most important issues and solutions, with appropriate references for further reading. The book is self-contained, and all chapters can be read independently. It offers a valuable resource for master’s students, upper undergraduates, Ph.D. students, and practicing engineers alike.
Дополнительное описание: Chapter 1. Introduction of Federated Learning.- Chapter 2. Inference Attacks and Counter Attacks in Federated Learning.- Chapter 3. Poisoning Attacks and Counter Attacks in Federated Learning.- Chapter 4. GAN Attacks and Counter Attacks in Federated Learn



The Art of Deception: Controlling the Human Element of Security

Автор: Kevin D. Mitnick
Название: The Art of Deception: Controlling the Human Element of Security
ISBN: 076454280X ISBN-13(EAN): 9780764542800
Издательство: Wiley
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Цена: 1584.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Focusing on the human factors involved with information security, this book explains why all the firewalls and encryption protocols in the world will never be enough to stop a savvy grifter intent on rifling a corporate database or an irate employee determined to crash a system.

Federated Learning: Privacy and Incentive

Автор: Yang Qiang, Fan Lixin, Yu Han
Название: Federated Learning: Privacy and Incentive
ISBN: 3030630757 ISBN-13(EAN): 9783030630751
Издательство: Springer
Цена: 9146.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications.

Judiciary-Friendly Forensics Of Software Copyright Infringement

Автор: Bhattathiripad
Название: Judiciary-Friendly Forensics Of Software Copyright Infringement
ISBN: 1466658045 ISBN-13(EAN): 9781466658042
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The software industry continues to expand as new products enter into the technological marketplace in order to meet increasing demand. As a result of the popularity of often-expensive software products, companies face the growing challenge of protecting their products against copyright infringement.Judiciary-Friendly Forensics of Software Copyright Infringement discusses the forensics of software copyright infringement. This book highlights theoretical, functional, and procedural matters in the investigation of copyright infringement of software products, as well as the development of forensic technologies to detect and eliminate software piracy. As this publication will explore comprehensive topics on the forensic process of software piracy, it is an essential resource for software forensic experts, lawyers in the field of copyright infringement, judges, software professionals, software developers, and students.

Network Security Technologies: Design and Applications

Автор: Amine Abdelmalek
Название: Network Security Technologies: Design and Applications
ISBN: 1466647892 ISBN-13(EAN): 9781466647893
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
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Описание: Recent advances in technologies have created a need for solving security problems in a systematic way. With this in mind, network security technologies have been produced in order to ensure the security of software and communication functionalities at basic, enhanced, and architectural levels.Network Security Technologies: Design and Applications presents theoretical frameworks and the latest research findings in network security technologies while analysing malicious threats which can compromise network integrity. This book is an essential tool for researchers and professionals interested in improving their understanding of the strategic role of trust at different levels of information and knowledge society.

Data Protection and Privacy

Название: Data Protection and Privacy
ISBN: 1509919341 ISBN-13(EAN): 9781509919345
Издательство: Bloomsbury Academic
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Цена: 12527.00 р.
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Описание: The subjects of Privacy and Data Protection are more relevant than ever with the European General Data Protection Regulation (GDPR) becoming enforceable in May 2018.

This volume brings together papers that offer conceptual analyses, highlight issues, propose solutions, and discuss practices regarding privacy and data protection. It is one of the results of the tenth annual International Conference on Computers, Privacy and Data Protection, CPDP 2017, held in Brussels in January 2017.

The book explores Directive 95/46/EU and the GDPR moving from a market framing to a 'treaty-base games frame', the GDPR requirements regarding machine learning, the need for transparency in automated decision-making systems to warrant against wrong decisions and protect privacy, the riskrevolution in EU data protection law, data security challenges of Industry 4.0, (new) types of data introduced in the GDPR, privacy design implications of conversational agents, and reasonable expectations of data protection in Intelligent Orthoses.

This interdisciplinary book was written while the implications of the General Data Protection Regulation 2016/679 were beginning to become clear. It discusses open issues, and daring and prospective approaches. It will serve as an insightful resource for readers with an interest in computers, privacy and data protection.

Security Breaches and Threat Prevention in the Internet of Things

Автор: Jeyanthi N., Thandeeswaran R.
Название: Security Breaches and Threat Prevention in the Internet of Things
ISBN: 1522522964 ISBN-13(EAN): 9781522522966
Издательство: Mare Nostrum (Eurospan)
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Цена: 26195.00 р.
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Описание: As the applications of the Internet of Things continue to progress, so do the security concerns for this technology. The study of threat prevention in the Internet of Things is necessary, as security breaches in this field can ruin industries and lives. Security Breaches and Threat Prevention in the Internet of Things provides a comprehensive examination of the latest strategies and methods for tracking and blocking threats within industries that work heavily with this technology. Featuring chapters on emerging topics such as security threats in autonomous vehicles, digital forensics, secure communications, and image encryption, this critical reference source is a valuable tool for all academicians, graduate students, practitioners, professionals, and researchers who are interested in expanding their knowledge of security practices pertaining to the Internet of Things.

Threats, Countermeasures, and Advances in Applied Information Security

Автор: Manish Gupta, John Walp, Raj Sharman
Название: Threats, Countermeasures, and Advances in Applied Information Security
ISBN: 1466609788 ISBN-13(EAN): 9781466609785
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
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Описание: Addresses the fact that managing information security programmes while effectively managing risks has never been so critical. This book contains 24 chapters on the most relevant and important issues and advances in applied information security management. The chapters are authored by leading researchers and practitioners in the field of information security from across the globe.

Security, Privacy, and Anonymity in Computation, Communication, and Storage: 12th International Conference, Spaccs 2019, Atlanta, Ga, Usa, July 14-17,

Автор: Wang Guojun, Feng Jun, Bhuiyan MD Zakirul Alam
Название: Security, Privacy, and Anonymity in Computation, Communication, and Storage: 12th International Conference, Spaccs 2019, Atlanta, Ga, Usa, July 14-17,
ISBN: 3030249069 ISBN-13(EAN): 9783030249069
Издательство: Springer
Рейтинг:
Цена: 6097.00 р.
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Описание:

This book constitutes the refereed proceedings of the 12th International Conference on Security, Privacy, and Anonymity in Computation, Communication, and Storage, SpaCCS 2019, held in Atlanta, GA, USA in July 2019. The 37 full papers were carefully reviewed and selected from 109 submissions.

The papers cover many dimensions including security algorithms and architectures, privacy-aware policies, regulations and techniques, anonymous computation and communication, encompassing fundamental theoretical approaches, practical experimental projects, and commercial application systems for computation, communication and storage.

Security and Privacy in Communication Networks

Автор: Raheem Beyah; Bing Chang; Yingjiu Li; Sencun Zhu
Название: Security and Privacy in Communication Networks
ISBN: 3030017036 ISBN-13(EAN): 9783030017033
Издательство: Springer
Рейтинг:
Цена: 6097.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This two-volume set LNICST 254-255 constitutes the post-conference proceedings of the 14thInternational Conference on Security and Privacy in Communication Networks, SecureComm 2018, held in Singapore in August 2018. The 33 full and 18 short papers were carefully reviewed and selected from 108 submissions. The papers are organized in topical sections on IoT security, user and data privacy, mobile security, wireless security, software security, cloud security, social network and enterprise security, network security, applied cryptography, and web security.

Security, Privacy, and Applied Cryptography Engineering

Автор: Shivam Bhasin; Avi Mendelson; Mridul Nandi
Название: Security, Privacy, and Applied Cryptography Engineering
ISBN: 3030358682 ISBN-13(EAN): 9783030358686
Издательство: Springer
Рейтинг:
Цена: 7317.00 р.
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Описание: This book constitutes the refereed proceedings of the 9th International Conference on Security, Privacy, and Applied Cryptography Engineering, SPACE 2019, held in Gandhinagar, India, in December 2019. This annual event is devoted to various aspects of security, privacy, applied cryptography, and cryptographic engineering.

Security and Privacy in Communication Networks

Автор: Songqing Chen; Kim-Kwang Raymond Choo; Xinwen Fu;
Название: Security and Privacy in Communication Networks
ISBN: 3030372308 ISBN-13(EAN): 9783030372309
Издательство: Springer
Рейтинг:
Цена: 8050.00 р.
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Описание: This two-volume set LNICST 304-305 constitutes the post-conference proceedings of the 15thInternational Conference on Security and Privacy in Communication Networks, SecureComm 2019, held in Orlando, FL, USA, in October 2019. The 38 full and 18 short papers were carefully reviewed and selected from 149 submissions. The papers are organized in topical sections on blockchains, internet of things, machine learning, everything traffic security communicating covertly, let’s talk privacy, deep analysis, systematic theory, bulletproof defenses, blockchains and IoT, security and analytics, machine learning, private, better clouds, ATCS workshop.

Challenges in Cybersecurity and Privacy - the European Research Landscape

Автор: Jorge Bernal Bernabe, Antonio Skarmeta
Название: Challenges in Cybersecurity and Privacy - the European Research Landscape
ISBN: 8770220883 ISBN-13(EAN): 9788770220880
Издательство: Taylor&Francis
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Цена: 14086.00 р.
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Описание: Cybersecurity and Privacy issues are becoming an important barrier for a trusted and dependable global digital society development. Cyber-criminals are continuously shifting their cyber-attacks specially against cyber-physical systems and IoT, since they present additional vulnerabilities due to their constrained capabilities, their unattended nature and the usage of potential untrustworthiness components. Likewise, identity-theft, fraud, personal data leakages, and other related cyber-crimes are continuously evolving, causing important damages and privacy problems for European citizens in both virtual and physical scenarios. In this context, new holistic approaches, methodologies, techniques and tools are needed to cope with those issues, and mitigate cyberattacks, by employing novel cyber-situational awareness frameworks, risk analysis and modeling, threat intelligent systems, cyber-threat information sharing methods, advanced big-data analysis techniques as well as exploiting the benefits from latest technologies such as SDN/NFV and Cloud systems. In addition, novel privacy-preserving techniques, and crypto-privacy mechanisms, identity and eID management systems, trust services, and recommendations are needed to protect citizens’ privacy while keeping usability levels. The European Commission is addressing the challenge through different means, including the Horizon 2020 Research and Innovation program, thereby financing innovative projects that can cope with the increasing cyberthreat landscape. This book introduces several cybersecurity and privacy research challenges and how they are being addressed in the scope of 15 European research projects. Each chapter is dedicated to a different funded European Research project, which aims to cope with digital security and privacy aspects, risks, threats and cybersecurity issues from a different perspective. Each chapter includes the project’s overviews and objectives, the particular challenges they are covering, research achievements on security and privacy, as well as the techniques, outcomes, and evaluations accomplished in the scope of the EU project. The book is the result of a collaborative effort among relative ongoing European Research projects in the field of privacy and security as well as related cybersecurity fields, and it is intended to explain how these projects meet the main cybersecurity and privacy challenges faced in Europe. Namely, the EU projects analyzed in the book are: ANASTACIA, SAINT, YAKSHA, FORTIKA, CYBECO, SISSDEN, CIPSEC, CS-AWARE. RED-Alert, Truessec.eu. ARIES, LIGHTest, CREDENTIAL, FutureTrust, LEPS. Challenges in Cybersecurity and Privacy - the European Research Landscape is ideal for personnel in computer/communication industries as well as academic staff and master/research students in computer science and communications networks interested in learning about cyber-security and privacy aspects.


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