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Handbook of Big Data and IoT Security
This handbook provides an overarching view of cyber security and digital forensic challenges related to big data and IoT environment, prior to reviewing existing data mining solutions and their potential application in big data context, and existing authentication and access control for IoT devices. An IoT access control scheme and an IoT forensic framework is also presented in this book, and it explains how the IoT forensic framework can be used to guide investigation of a popular cloud storage service. A distributed file system forensic approach is also presented, which is used to guide the investigation of Ceph. Minecraft, a Massively Multiplayer Online Game, and the Hadoop distributed fi...
Proceedings of the International Conference on Big Data, IoT, and Machine Learning
This book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Big Data, IoT and Machine Learning (BIM 2021), held in Cox’s Bazar, Bangladesh, during 23–25 September 2021. The book covers research papers in the field of big data, IoT and machine learning. The book will be helpful for active researchers and practitioners in the field.
Machine Learning for Networking
This book constitutes the refereed proceedings of the 6th International Conference on Machine Learning for Networking, MLN 2023, held in Paris, France, during November 28–30, 2023. The 18 full papers included in this book were carefully reviewed and selected from 34 submissions. The conference aims at providing a top forum for researchers and practitioners to present and discuss new trends in machine learning, deep learning, pattern recognition and optimization for network architectures and services.
Applied Cryptography and Network Security Workshops
This two-volume set LNCS 14586-14587 constitutes the proceedings of eight Satellite Workshops held in parallel with the 22nd International Conference on Applied Cryptography and Network Security, ACNS 2024, held in Abhu Dabhi, United Arab Emirates, during March 5-8, 2024. The 33 full papers and 11 poster papers presented in this volume were carefully reviewed and selected from 62 submissions. They stem from the following workshops: 6th ACNS Workshop on Application Intelligence and Blockchain Security (AIBlock 2024). 5th ACNS Workshop on Artificial Intelligence in Hardware Security (AIHWS 2024). 6th ACNS Workshop on Artificial Intelligence and Industrial IoT Security (AIoTS 2024). 5th ACNS Workshop on Secure Cryptographic Implementation (SCI 2024). 1st Workshop on Advances in Asymmetric Cryptanalysis (AAC 2024). 6th ACNS Workshop on Security in Machine Learning and its Applications (SiMLA 2024). 1st Workshop on Low-Latency Encryption (LLE 2024). 4th ACNS Workshop on Critical Infrastructure and Manufacturing System Security (CIMSS 2024).
Guide to Vulnerability Analysis for Computer Networks and Systems
This professional guide and reference examines the challenges of assessing security vulnerabilities in computing infrastructure. Various aspects of vulnerability assessment are covered in detail, including recent advancements in reducing the requirement for expert knowledge through novel applications of artificial intelligence. The work also offers a series of case studies on how to develop and perform vulnerability assessment techniques using start-of-the-art intelligent mechanisms. Topics and features: provides tutorial activities and thought-provoking questions in each chapter, together with numerous case studies; introduces the fundamentals of vulnerability assessment, and reviews the st...
Computer and Network Security Essentials
This book introduces readers to the tools needed to protect IT resources and communicate with security specialists when there is a security problem. The book covers a wide range of security topics including Cryptographic Technologies, Network Security, Security Management, Information Assurance, Security Applications, Computer Security, Hardware Security, and Biometrics and Forensics. It introduces the concepts, techniques, methods, approaches, and trends needed by security specialists to improve their security skills and capabilities. Further, it provides a glimpse into future directions where security techniques, policies, applications, and theories are headed. The book represents a collection of carefully selected and reviewed chapters written by diverse security experts in the listed fields and edited by prominent security researchers. Complementary slides are available for download on the book’s website at Springer.com.
