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

本書探討了 EdgeAI 與大數據的直接交匯，並詳細回顧了近期的網路威脅及其對策。它提供了計算智能技術和自動推理模型，能夠快速訓練和及時處理網路安全大數據。

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.

Ranjit Panigrahi 是西基姆曼尼帕爾大學計算機應用系的助理教授。他積極參與多個會議，並擔任 Springer Nature 和 Inderscience 出版的國際期刊的技術審查委員會成員。他的研究興趣包括機器學習、模式識別和無線感測器網路。

Victor Hugo C. de Albuquerque 是巴西福塔雷薩大學 LAPISCO/IFCE 和 ARMTEC Tecnologia em Robótica 的教授及高級研究員。他專注於物聯網、機器學習/深度學習、模式識別和機器人技術。他的研究工作得到了巴西國家研究與發展委員會的資助。

Akash Kumar Bhoi 是西基姆曼尼帕爾科技學院（SMIT）電機與電子工程系的助理教授（研究）。他是 IEEE、ISEIS 和 IAENG 的成員，IEI 和 UACEE 的副會員，以及印度和國際期刊的編輯委員會成員審稿人。他的研究興趣包括生物醫學信號處理、物聯網、計算智能、天線和可再生能源。

Hareesha K. S. 是馬尼帕爾科技學院 MAHE 計算機應用系的教授。他曾獲得美國國家科學基金會和澳大利亞聯邦大學的獎學金，並因其研究和學術貢獻最近被選為 AICTE-UKIERI 技術領導力發展計劃的成員。他的研究興趣包括改進機器學習算法和理解、設計智能軟計算模型於數位影像處理和資料挖掘。他還從事虛擬實境和擴增實境在醫療手術規劃中的應用。

P Naga Srinivasu 博士是印度安得拉邦阿瑪瑞塔大學計算學院計算機科學系的副教授。他持有巴西塞阿拉聯邦大學電信資訊工程系的博士後獎學金，並擔任馬來西亞 INTI 國際大學的研究員。2011 年，他從 JNTU Kakinada 的 SSIET 獲得計算機科學工程學士學位，2013 年在 GITAM 大學獲得計算機科學技術碩士學位。他在 GITAM 大學的博士研究專注於從 2D 腦部 MRI 中識別的星形膠質瘤實例的損壞區域的自動分割方法。其多元的貢獻反映出他對推進醫療資訊學和生物醫學工程研究與知識的堅定承諾。