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Security, Privacy and Data Analytics de Udai Pratap Rao

Security, Privacy and Data Analytics: Lecture Notes in Electrical Engineering, cartea 1049

Editat de Udai Pratap Rao, Mamoun Alazab, Bhavesh N. Gohil, Pethuru Raj Chelliah
en Limba Engleză Paperback – 20 aug 2024

Implementarea sistemelor de securitate în ecosisteme complexe de date reprezintă provocarea tehnică centrală pe care Security, Privacy and Data Analytics o adresează în mod direct. Ne-a atras atenția modul în care volumul reușește să integreze aspecte eterogene, de la securitatea hardware la tehnologia blockchain, oferind soluții concrete pentru protecția integrității datelor în medii distribuite. Apreciem în mod deosebit structura riguroasă a celor 426 de pagini, care pornește de la optimizarea protocoalelor de rețea, precum LEACH în rețelele de senzori wireless, și avansează spre tehnici de detecție a scanărilor de porturi TCP prin analiza fluxurilor de date.

Cititorul care a aplicat ideile din Blockchain, Big Data and Machine Learning de Neeraj Kumar va găsi aici elementele care completează viziunea asupra analiticii securizate, trecând de la concepte teoretice la studii de caz axate pe predicția erorilor software și tehnici de criminalistică digitală. De asemenea, lucrarea se aliniază tematic cu Big Data and Security, însă se diferențiază prin accentul pus pe convergența dintre inteligența datelor și securitatea cloud. În contextul operei editorilor, acest volum continuă direcția explorată în Blockchain for Information Security and Privacy, aprofundând mecanismele de apărare împotriva atacurilor cibernetice în medii IoT. Structura progresivă a cărții facilitează tranziția de la protocoale de joasă medie la sisteme complexe de recomandare bazate pe personalitate în rețelele sociale, demonstrând o acoperire vastă a peisajului digital actual.

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Specificații

ISBN-13: 9789819935710
ISBN-10: 9819935717
Pagini: 440
Dimensiuni: 155 x 235 x 24 mm
Greutate: 0.66 kg
Editura: Springer
Colecția Lecture Notes in Electrical Engineering
Seria Lecture Notes in Electrical Engineering

De ce să citești această carte

Recomandăm această lucrare inginerilor și cercetătorilor care au nevoie de o bază tehnică solidă pentru securizarea infrastructurilor de date mari. Cititorul câștigă acces la cele mai noi metodologii de detecție a intruziunilor și optimizare a protocoalelor de rețea, fiind un instrument esențial pentru implementarea soluțiilor de securitate bazate pe inteligență artificială și blockchain în mediul industrial.

Despre autor

Pethuru Raj Chelliah este un expert recunoscut în arhitectura sistemelor și securitate cibernetică, cu un accent deosebit pe integrarea tehnologiilor emergente. În calitate de editor principal pentru Springer, acesta a coordonat numeroase volume dedicate infrastructurilor cloud și ecosistemelor IoT. Lucrările sale anterioare, precum cele despre blockchain și confidențialitatea datelor, reflectă o preocupare constantă pentru securizarea mediilor P2P. Contribuția sa în cadrul seriei Lecture Notes in Electrical Engineering subliniază expertiza sa în transformarea cercetării academice în soluții aplicabile pentru industria tehnologică globală.

Cuprins

Recent Advancements on Energy-Saving LEACH Protocol in Wireless Sensor Network-Review.- Slow TCP Port
Scan Detection Using Flow Data.-An Exploration of Digital Forensic Techniques: A Brief Survey.- Personality
Based Friends Recommendation System for Social Networks.- Analysis of Different Sampling Techniques for Software Fault Prediction.

Notă biografică

Udai Pratap Rao (Senior Member, IEEE) received a Ph.D. in Computer Engineering from Sardar Vallabhbhai National Institute of Technology, Surat (Gujarat), India, in 2014. He has been working as an Associate Professor in the Department of Computer Science and Engineering at the National Institute of Technology Patna since 10th Nov 2022. Before joining the National Institute of Technology Patna, he was associated as an Assistant Professor with Sardar Vallabhbhai National Institute of Technology, Surat, in the Department of Computer Science and Engineering from 07-08-2007 to 09-11-2022. His research interests include information security & privacy, privacy in location-based services, big data privacy, security, and trust management in online social networks (OSNs), security and privacy in IoT and cyber-physical systems, and distributed computing. He has published about 90 papers extensively in journals, book chapters, and refereed conference proceedings. He has supervised 05Ph.D. theses in the fields of data privacy, IoT security, and Security and Trust Management in OSN. He has also supervised a Post Doctoral Fellow (PDF) under ISEA Project Phase II in the Department of Computer Engineering at SVNIT Surat.  He is currently the PI of the research project entitled “Design and Implementation of Secure Service and Attribute-based Authorization Model in Dynamic and Constrained-specific IoT Environment” funded by IHUB NTIHAC Foundation, IITK, under the aegis of the National Mission on Interdisciplinary Cyber-Physical System (NM-ICPS), Department of Science and Technology, Government of India. He was the Principal Investigator (PI) of the Micro Research project entitled “Investigating Light-Weight Cryptography Algorithms and Its Application to Various IoT Devices” funded by TEQIP-III from July 2019 to Jan 2021. He also acted as the Chief Investigator of the  “Information Security Education and Awareness Project Phase II” project from July 2018 to Dec2019, funded by the Ministry of Electronics and Information Technology (MeitY) Govt. of India. He has also edited two books published by reputed international publishers.

Mamoun Alazab is an Associate Professor at the College of Engineering, IT, and Environment at Charles Darwin University, Australia. He received his Ph.D. degree in Computer Science from the Federation University of Australia, School of Science, Information Technology and Engineering. He is the recipient of the prestigious award: NT Young Tall Poppy (2021) of the year from the Australian Institute of Policy and Science (AIPS), and the Japan Society for the Promotion of Science (JSPS) fellowship through the Australian Academy of Science. He worked previously a^90% in Q1 and the top 10% of Journal articles, more than 100 in IEEE/ACM Transactions) and 11 authored/edited books. He is a Senior Member of the IEEE and the founding chair of the IEEE Northern Territory (NT) Subsection. He serves as theAssociate Editor of IEEE Transactions on Computational Social Systems, IEEE Transactions on Network and Service Management (TNSM), IEEE Internet of Things Journal, ACM Digital Threats: Research and Practice, and Complex & Intelligent Systems.

Bhavesh Gohil is an Assistant Professor at the Department of Computer Science and Engineering, Sardar Vallabhbhai National Institute of Technology(SVNIT), Surat. He received a Ph.D. degree from the same institute and his research interests include Security and performance issues in Distributed/Cloud/Fog/Edge/Mobile systems/computing.

Pethuru Raj is a chief architect and vice president in the Edge AI division of Reliance Jio Platforms Ltd. Bangalore. He has over 23 years of IT industry experience and 08 years of research experience. He completed his Ph.D. degree at Anna University, Chennai, and continued with the UGC-sponsored postdoctoral research in the Department of Computer Science and Automation, Indian Institute of Science (IISc), Bangalore. He was granted a couple of international research fellowships (JSPS and JST) to work as a research scientist for 3.5 years in two leading Japanese universities. He has published over 45 research papers in peer-reviewed journals, authored/edited 43 books, and contributed 20 book chapters for various technology books edited by highly acclaimed and accomplished professors and professionals. His research interests focus on emerging technologies such as IoT, artificial intelligence, big and fast data analytics, blockchain, digital twins, cloud-native computing, edge/fog clouds, reliability engineering, microservices architecture, event-driven architecture (EDA), etc.

Textul de pe ultima copertă

This book constitutes refereed proceedings of the International Conference on Security, Privacy and Data Analytics, ISPDA 2022. The volume covers topics, including big data and analytics, cloud security and privacy, data intelligence, hardware security, network security, blockchain technology and distributed ledger, machine learning for security, and many others. The volume includes novel contributions and the latest developments from researchers across industry and academia working in security, privacy, and data analytics from technological and social perspectives. This book will emerge as a valuable reference for researchers, instructors, students, scientists, engineers, managers, and industry practitioners across the globe.

Caracteristici

Comprises peer-reviewed papers presented during the International Conference on Security, Privacy & Data Analytics Covers technological advancements in the field of security and privacy Serves as a valuable reference resource for academics and researchers across the globe