Big Data and Edge Intelligence for Enhanced Cyber Defense: Principles and Research

Ranjit Panigrahi

ISBN 10: 1032104074 / ISBN 13: 9781032104072

Verlag: CRC Press, 2022

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Inhaltsangabe:

This book discusses the direct confluence of EdgeAI with big data, as well as demonstrating detailed reviews of recent cyber threats and their countermeasure. It provides computational intelligence techniques and automated reasoning models capable of fast training and timely data processing of cyber security big data.

Über die Autorin bzw. den Autor:

Ranjit Panigrahi is an Assistant Professor at the Department of Computer Applications, Sikkim Manipal University. He has been actively involved in numerous conferences and serves as a member of the technical review committee for international journals published by Springer Nature and Inderscience. His research interests are Machine Learning, Pattern Recognition and Wireless Sensor Networks.

Victor Hugo C. de Albuquerque is a professor and senior researcher at the University of Fortaleza, LAPISCO/IFCE, and ARMTEC Tecnologia em Robótica, Brazil. He specialises in the Internet of Things, Machine/Deep Learning, Pattern Recognition and Robotics. His work has been funded by the Brazilian National Council for Research and Development.

Akash Kumar Bhoi is an Assistant Professor (Research) at the Department of Electrical and Electronics Engineering at Sikkim Manipal Institute of Technology (SMIT). He is a member of IEEE, ISEIS, and IAENG, an associate member of IEI, UACEE, and editorial board member reviewer of Indian and international journals. His research interests are Biomedical Signal Processing, Internet of Things, Computational Intelligence, Antenna and Renewable Energy.

Hareesha K. S. is a Professor at the Department of Computer Applications at Manipal Institute of Technology, MAHE. He has received fellowship awards from the National Science Foundation, USA and Federation University, Australia and was recently selected for AICTE-UKIERI Technical Leadership Development Programme for his research and academic contributions. His research interests are improving machine learning algorithms and understanding, design of intelligent soft computing models in digital image processing and data mining. He is also works on Virtual Reality and Augmented Reality for medical surgery planning.

Dr. P Naga Srinivasu is an Associate Professor in the Department of Computer Science at Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amaravati, Andhra Pradesh, India. Holding a post-doctoral fellowship from the Department of Teleinformatics Engineering at the Federal University of Ceará, Brazil, he also serves as a research fellow at INTI International University, Malaysia. After graduating with a Bachelor's degree in Computer Science Engineering from SSIET, JNTU Kakinada, in 2011, he obtained a Master's in Computer Science Technology from GITAM University, Visakhapatnam, in 2013. His doctoral research at GITAM University focused on Automatic Segmentation Methods for Volumetric Estimation of Damaged Areas in Astrocytoma instances Identified from 2D Brain MR Imaging. His diverse contributions reflect a steadfast dedication to advancing research and knowledge in healthcare informatics and biomedical engineering.

Bibliografische Details

Titel: Big Data and Edge Intelligence for Enhanced ...
Verlag: CRC Press
Erscheinungsdatum: 2022
Einband: Hardcover
Zustand: Brand New