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Advanced Computing and Systems for Security: Volume 14 de Rituparna Chaki

Advanced Computing and Systems for Security: Volume 14: Lecture Notes in Networks and Systems, cartea 242

Editat de Rituparna Chaki, Nabendu Chaki, Agostino Cortesi, Khalid Saeed
en Limba Engleză Paperback – 22 sep 2021

Recomandăm volumul Advanced Computing and Systems for Security: Volume 14 specialiștilor și cercetătorilor care dețin deja cunoștințe solide în arhitecturi de calcul și securitate cibernetică. Lucrarea presupune familiaritatea cu algoritmi complecși și rețele neuronale, fiind o resursă de nivel avansat ce reunește cercetări validate în cadrul simpozionului ACSS 2021. Apreciem în mod deosebit rigoarea cu care editorii Rituparna Chaki și Nabendu Chaki au selectat contribuțiile, menținând continuitatea tematică stabilită în Advanced Computing and Systems for Security: Volume 13 și extinzând aria de expertiză către sisteme smart, similar abordării din Applied Computing for Software and Smart Systems.

Structura cărții este organizată riguros pe șapte direcții critice, începând cu simularea paralelă a sistemelor cibernetice-fizice și continuând cu aplicații practice ale Deep Learning în detecția atacurilor pentru dispozitive IoT. Pe linia practică a volumului International Conference on Communication, Computing and Electronics Systems, dar cu un focus distinct pe securitatea sistemelor distribuite și biometrie, acest titlu oferă soluții tehnice specifice, precum un nou instrument (DcubeNN) pentru descoperirea designului dinamic în aplicații multi-threaded folosind modele de secvență neuronală. Credem că valoarea adăugată a acestui volum constă în prezentarea unor scheme de autentificare eficiente pentru rețelele sociale mobile și tehnici de generare a datelor bazate pe GAN (Generative Adversarial Networks) pentru sistemele de detecție a intruziunilor (IDS).

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Specificații

ISBN-13: 9789811642937
ISBN-10: 9811642931
Pagini: 224
Ilustrații: XII, 209 p. 66 illus., 44 illus. in color.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.39 kg
Ediția:1st edition 2021
Editura: Springer
Colecția Lecture Notes in Networks and Systems
Seria Lecture Notes in Networks and Systems

Locul publicării:Singapore, Singapore

De ce să citești această carte

Pentru cercetătorii în securitate IT și doctoranzii în informatică, acest volum oferă acces la metodologii de ultimă oră în securizarea IoT și a sistemelor CPS. Cititorul câștigă perspective tehnice detaliate asupra utilizării Deep Learning și a rețelelor neuronale în identificarea amenințărilor, beneficiind de studii de caz și modele matematice riguroase, publicate sub egida prestigioasă a Springer.

Despre autor

Rituparna Chaki, Nabendu Chaki, Agostino Cortesi și Khalid Saeed sunt academicieni și cercetători de renume, cu o activitate editorială intensă în cadrul seriei Lecture Notes in Networks and Systems. Nabendu Chaki este recunoscut pentru contribuțiile sale în ingineria software și sistemele smart, editând numeroase volume care explorează intersecția dintre securitate și rețelele fără fir, precum Security in IoT sau Smart Systems and Wireless Communication. Colaborarea lor internațională, care implică instituții precum Universitatea din Calcutta și Universitatea Ca' Foscari din Veneția, asigură un standard înalt de peer-review pentru literatura tehnică contemporană.

Descriere scurtă

This book features extended versions of selected papers that were presented and discussed at the 8th International Doctoral Symposium on Applied Computation and Security Systems (ACSS 2021), held in Kolkata, India, on April 9–10, 2021. Organized by the Departments of Computer Science & Engineering and A. K. Choudhury School of Information Technology at the University of Calcutta, the symposium’s international partners were Ca' Foscari University of Venice, Italy, and Bialystok University of Technology, Poland. The topics covered include biometrics, image processing, pattern recognition, algorithms, cloud computing, wireless sensor networks, and security systems, reflecting the various symposium sessions.

Cuprins

Parallel Simulation of Cyber-Physical-Systems.- Attack Detection scheme using Deep Learning approach for IoT.- An Efficient Authentication Scheme for Mobile Online Social Networks.- GAN Based Data Generation Approach for IDS.- Conceptualizing Reconfigurable Business Process: A Context Driven Approach.- DcubeNN: Tool for Dynamic Design Discovery from Multi-threaded Applications using Neural Sequence Models.- Construction of Materialized Views in Non-Binary Data Space.

Notă biografică

​Rituparna Chaki is a Full Professor in the A K Choudhury School of Information Technology, University of Calcutta, India since June 2015. She joined academia as faculty member in the West Bengal University of Technology in 2005. Before that she has served under Government of India in maintaining industrial production database. Besides, she has served as a Visiting Professor in the AGH University of Science & Technology, Cracow, Poland since 2013 for consecutive years. Rituparna did her Ph.D. from Jadavpur University in 2002. She has been associated in organizing many conferences in India and abroad as Program Chair, OC Chair or as member of Technical Program Committee. She has published more than 60 research papers in reputed journals and peer-reviewed conference proceedings. Her research interest is primarily in Ad-hoc networking and its security. She is a professional member of IEEE and ACM. Currently, Rituparna is the Secretary for ACMW-India. 

Nabendu Chaki is a Professor in the Department Computer Science & Engineering, University of Calcutta, Kolkata, India. He is the Editor in Chief of the Springer Nature book series on Services and Business Process Reengineering. Besides editing about 40 conference proceedings with Springer, Dr. Chaki has authored 8 text and research books with CRC Press, Springer Nature, etc. He has published more than 200 Scopus Indexed research articles in Journals and International conferences. Prof. Chaki has served as a Visiting Professor in different places including US Naval Postgraduate School, California, and in different Universities in Italy and Poland. He is the founder Chair of ACM Professional Chapter in Kolkata and served in that capacity for 3 years since January 2014. He has been active during 2009-2015 towards developing several international standards in Software Engineering and Service Science as a Global (GD) member for ISO-IEC.

Agostino Cortesi, Ph.D., is a Full Professor of Computer Science at Ca' Foscari University, Venice, Italy, and Dean of the PhD programme in Computer Science. He has previously served as Department head, and as Vice-Rector for quality assessment and institutional affairs. His research interests include programming languages theory, software engineering, and static analysis techniques, with particular emphasis on security applications. He serves as coordinator of the H2020 European project “Families_Share” and of the ITALY-INDIA project "Formal Specification for Secured Software System". He published more than 150 papers in international journals and proceedings of international conferences. According to Scopus, his h-index is 19 and his i-10 index is 39. He serves as co-Editor in Chief of the book series "Services and Business Process Reengineering" edited by Springer-Nature. 

Khalid Saeed is a full Professor of Computer Science in the Faculty of Computer Science at Bialystok University of Technology. He was with Faculty of Mathematics and Information Sciences at Warsaw University of Technology in 2014-2019. He was with AGH Krakow in 2008-2014. He received the BSc Degree in Electrical and Electronics Engineering from Baghdad University in 1976, the MSc and PhD (distinguished) Degrees from Wroclaw University of Technology in Poland in 1978 and 1981, respectively. He received his DSc Degree (Habilitation) in Computer Science from the Polish Academy of Sciences in Warsaw in 2007. He was nominated by the President of Poland for the title of Professor in 2014. He has published more than 245 publications including 98 journal papers and book chapters, 87 peer reviewed conference papers, edited 48 books, journals and Conference Proceedings, written 12 text and reference books (h-index 15 in WoS base and 12 in SCOPUS base). He supervised more than 15 PhD and 130 MSc thesesfrom and outside Poland. He gave 50 invited lectures and keynotes in different universities in Canada, China, Colombia, Czech, Germany, India, Japan, Serbia, Slovakia and South Korea on Biometrics, Image Processing and Analysis. He received more than 30 academic awards. 
Khalid Saeed is a member of more than 15 editorial boards of international journals and conferences. He is an IEEE Senior Member and has been selected as IEEE Distinguished Speaker for 2011-2016. Khalid Saeed is the Editor-in-Chief of International Journal of Biometrics with Inderscience Publishers. 
 

Caracteristici

Discusses recent research trends in computational intelligence Presents applications to design, analysis, and modeling – key areas in computational intelligence Explores efficient computational algorithms and robust tools for effective implementation