Combating Security Challenges In The Age Of Big Data

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Combating Security Challenges in the Age of Big Data

Zubair Md. Fadlullah,Al-Sakib Khan Pathan
Combating Security Challenges in the Age of Big Data Book PDF

Author : Zubair Md. Fadlullah,Al-Sakib Khan Pathan
Publisher : Springer Nature
Page : 271 pages
File Size : 48,6 Mb
Release : 2020-05-26
Category : Computers
ISBN : 9783030356422

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Combating Security Challenges in the Age of Big Data by Zubair Md. Fadlullah,Al-Sakib Khan Pathan Pdf

This book addresses the key security challenges in the big data centric computing and network systems, and discusses how to tackle them using a mix of conventional and state-of-the-art techniques. The incentive for joining big data and advanced analytics is no longer in doubt for businesses and ordinary users alike. Technology giants like Google, Microsoft, Amazon, Facebook, Apple, and companies like Uber, Airbnb, NVIDIA, Expedia, and so forth are continuing to explore new ways to collect and analyze big data to provide their customers with interactive services and new experiences. With any discussion of big data, security is not, however, far behind. Large scale data breaches and privacy leaks at governmental and financial institutions, social platforms, power grids, and so forth, are on the rise that cost billions of dollars. The book explains how the security needs and implementations are inherently different at different stages of the big data centric system, namely at the point of big data sensing and collection, delivery over existing networks, and analytics at the data centers. Thus, the book sheds light on how conventional security provisioning techniques like authentication and encryption need to scale well with all the stages of the big data centric system to effectively combat security threats and vulnerabilities. The book also uncovers the state-of-the-art technologies like deep learning and blockchain which can dramatically change the security landscape in the big data era.

Combating Security Challenges in the Age of Big Data

Zubair Md Fadlullah,Al-Sakib Khan Pathan
Combating Security Challenges in the Age of Big Data Book PDF

Author : Zubair Md Fadlullah,Al-Sakib Khan Pathan
Publisher : Unknown
Page : 0 pages
File Size : 50,5 Mb
Release : 2020
Category : Artificial intelligence
ISBN : 3030356434

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Combating Security Challenges in the Age of Big Data by Zubair Md Fadlullah,Al-Sakib Khan Pathan Pdf

This book addresses the key security challenges in the big data centric computing and network systems, and discusses how to tackle them using a mix of conventional and state-of-the-art techniques. The incentive for joining big data and advanced analytics is no longer in doubt for businesses and ordinary users alike. Technology giants like Google, Microsoft, Amazon, Facebook, Apple, and companies like Uber, Airbnb, NVIDIA, Expedia, and so forth are continuing to explore new ways to collect and analyze big data to provide their customers with interactive services and new experiences. With any discussion of big data, security is not, however, far behind. Large scale data breaches and privacy leaks at governmental and financial institutions, social platforms, power grids, and so forth, are on the rise that cost billions of dollars. The book explains how the security needs and implementations are inherently different at different stages of the big data centric system, namely at the point of big data sensing and collection, delivery over existing networks, and analytics at the data centers. Thus, the book sheds light on how conventional security provisioning techniques like authentication and encryption need to scale well with all the stages of the big data centric system to effectively combat security threats and vulnerabilities. The book also uncovers the state of the art technologies like deep learning and blockchain which can dramatically change the security landscape in the big data era. .

Application of Big Data for National Security

Babak Akhgar,Gregory B. Saathoff,Hamid R Arabnia,Richard Hill,Andrew Staniforth,Petra Saskia Bayerl
Application of Big Data for National Security Book PDF

Author : Babak Akhgar,Gregory B. Saathoff,Hamid R Arabnia,Richard Hill,Andrew Staniforth,Petra Saskia Bayerl
Publisher : Butterworth-Heinemann
Page : 317 pages
File Size : 53,9 Mb
Release : 2015-02-14
Category : Computers
ISBN : 9780128019733

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Application of Big Data for National Security by Babak Akhgar,Gregory B. Saathoff,Hamid R Arabnia,Richard Hill,Andrew Staniforth,Petra Saskia Bayerl Pdf

Application of Big Data for National Security provides users with state-of-the-art concepts, methods, and technologies for Big Data analytics in the fight against terrorism and crime, including a wide range of case studies and application scenarios. This book combines expertise from an international team of experts in law enforcement, national security, and law, as well as computer sciences, criminology, linguistics, and psychology, creating a unique cross-disciplinary collection of knowledge and insights into this increasingly global issue. The strategic frameworks and critical factors presented in Application of Big Data for National Security consider technical, legal, ethical, and societal impacts, but also practical considerations of Big Data system design and deployment, illustrating how data and security concerns intersect. In identifying current and future technical and operational challenges it supports law enforcement and government agencies in their operational, tactical and strategic decisions when employing Big Data for national security Contextualizes the Big Data concept and how it relates to national security and crime detection and prevention Presents strategic approaches for the design, adoption, and deployment of Big Data technologies in preventing terrorism and reducing crime Includes a series of case studies and scenarios to demonstrate the application of Big Data in a national security context Indicates future directions for Big Data as an enabler of advanced crime prevention and detection

Application of Intelligent Systems in Multi-modal Information Analytics

Vijayan Sugumaran,A. G. Sreedevi,Zheng Xu
Application of Intelligent Systems in Multi modal Information Analytics Book PDF

Author : Vijayan Sugumaran,A. G. Sreedevi,Zheng Xu
Publisher : Springer Nature
Page : 1075 pages
File Size : 47,8 Mb
Release : 2022-05-07
Category : Technology & Engineering
ISBN : 9783031052378

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Application of Intelligent Systems in Multi-modal Information Analytics by Vijayan Sugumaran,A. G. Sreedevi,Zheng Xu Pdf

This book provides comprehensive coverage of the latest advances and trends in information technology, science, and engineering. Specifically, it addresses a number of broad themes, including multimodal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multimodal application management; and web/social media mining for multimodal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers, and professionals and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 4th International Conference on Multi-modal Information Analytics, held online, on April 23, 2022.

Meeting Security Challenges Through Data Analytics and Decision Support

E. Shahbazian,G. Rogova
Meeting Security Challenges Through Data Analytics and Decision Support Book PDF

Author : E. Shahbazian,G. Rogova
Publisher : IOS Press
Page : 352 pages
File Size : 47,7 Mb
Release : 2016-11-24
Category : Computers
ISBN : 9781614997160

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Meeting Security Challenges Through Data Analytics and Decision Support by E. Shahbazian,G. Rogova Pdf

The sheer quantity of widely diverse data which now results from multiple sources presents a problem for decision-makers and analysts, who are finding it impossible to cope with the ever-increasing flow of material. This has potentially serious consequences for the quality of decisions and operational processes in areas such as counterterrorism and security. This book presents the papers delivered at the NATO Advanced Research Workshop (ARW) 'Meeting Security Challenges through Data Analytics and Decision Support’, held in Aghveran, Armenia, in June 2015. The aim of the conference was to promote and enhance cooperation and dialogue between NATO and Partner countries on the subject of effective decision support for security applications. The attendance of many leading scientists from a variety of backgrounds and disciplines provided the opportunity to improve mutual understanding, as well as cognizance of the specific requirements and issues of Cyber Physical Social Systems (CPPS) and the technical advances pertinent to all collaborative human-centric information support systems in a variety of applications. The book is divided into 3 sections: counter terrorism: methodology and applications; maritime and border security; and cyber security, and will be of interest to all those involved in decision-making processes based on the analysis of big data.

Internet of Things and Its Applications

Keshav Dahal,Debasis Giri,Sarmistha Neogy,Subrata Dutta,Sanjay Kumar
Internet of Things and Its Applications Book PDF

Author : Keshav Dahal,Debasis Giri,Sarmistha Neogy,Subrata Dutta,Sanjay Kumar
Publisher : Springer Nature
Page : 457 pages
File Size : 50,8 Mb
Release : 2022-02-18
Category : Technology & Engineering
ISBN : 9789811676376

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Internet of Things and Its Applications by Keshav Dahal,Debasis Giri,Sarmistha Neogy,Subrata Dutta,Sanjay Kumar Pdf

This volume constitutes selected papers presented at the International Conference on IoT and its Applications 2020. The research papers presented were carefully reviewed and selected from several initial submissions on the topics - the Internet of Things (IoT) and its applications such as smart cities, smart devices, agriculture, transportation and logistics, healthcare, etc. The book contains peer-reviewed chapters written by leading international scholars from around the world. This book will appeal to students, practitioners, industry professionals, and researchers working in the field of IoT and its integration with other technologies to develop comprehensive solutions to real-life problems.

Connected and Autonomous Vehicles in Smart Cities

Hussein T. Mouftah,Melike Erol-Kantarci,Sameh Sorour
Connected and Autonomous Vehicles in Smart Cities Book PDF

Author : Hussein T. Mouftah,Melike Erol-Kantarci,Sameh Sorour
Publisher : CRC Press
Page : 599 pages
File Size : 45,9 Mb
Release : 2020-12-17
Category : Technology & Engineering
ISBN : 9781000259254

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Connected and Autonomous Vehicles in Smart Cities by Hussein T. Mouftah,Melike Erol-Kantarci,Sameh Sorour Pdf

This book presents a comprehensive coverage of the five fundamental yet intertwined pillars paving the road towards the future of connected autonomous electric vehicles and smart cities. The connectivity pillar covers all the latest advancements and various technologies on vehicle-to-everything (V2X) communications/networking and vehicular cloud computing, with special emphasis on their role towards vehicle autonomy and smart cities applications. On the other hand, the autonomy track focuses on the different efforts to improve vehicle spatiotemporal perception of its surroundings using multiple sensors and different perception technologies. Since most of CAVs are expected to run on electric power, studies on their electrification technologies, satisfaction of their charging demands, interactions with the grid, and the reliance of these components on their connectivity and autonomy, is the third pillar that this book covers. On the smart services side, the book highlights the game-changing roles CAV will play in future mobility services and intelligent transportation systems. The book also details the ground-breaking directions exploiting CAVs in broad spectrum of smart cities applications. Example of such revolutionary applications are autonomous mobility on-demand services with integration to public transit, smart homes, and buildings. The fifth and final pillar involves the illustration of security mechanisms, innovative business models, market opportunities, and societal/economic impacts resulting from the soon-to-be-deployed CAVs. This book contains an archival collection of top quality, cutting-edge and multidisciplinary research on connected autonomous electric vehicles and smart cities. The book is an authoritative reference for smart city decision makers, automotive manufacturers, utility operators, smart-mobility service providers, telecom operators, communications engineers, power engineers, vehicle charging providers, university professors, researchers, and students who would like to learn more about the advances in CAEVs connectivity, autonomy, electrification, security, and integration into smart cities and intelligent transportation systems.

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems

Lin Zhang,Xiao Song,Yunjie Wu
Theory Methodology Tools and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Lin Zhang,Xiao Song,Yunjie Wu
Publisher : Springer
Page : 651 pages
File Size : 46,6 Mb
Release : 2016-09-21
Category : Computers
ISBN : 9789811026690

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Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems by Lin Zhang,Xiao Song,Yunjie Wu Pdf

This four-volume set (CCIS 643, 644, 645, 646) constitutes the refereed proceedings of the 16th Asia Simulation Conference and the First Autumn Simulation Multi-Conference, AsiaSim / SCS AutumnSim 2016, held in Beijing, China, in October 2016. The 265 revised full papers presented were carefully reviewed and selected from 651 submissions. The papers in this third volume of the set are organized in topical sections on Cloud technologies in simulation applications; fractional calculus with applications and simulations; modeling and simulation for energy, environment and climate; SBA virtual prototyping engineering technology; simulation and Big Data.

Big Data Surveillance and Security Intelligence

David Lyon,David Murakami Wood
Big Data Surveillance and Security Intelligence Book PDF

Author : David Lyon,David Murakami Wood
Publisher : UBC Press
Page : 303 pages
File Size : 48,7 Mb
Release : 2020-12-01
Category : Social Science
ISBN : 9780774864206

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Big Data Surveillance and Security Intelligence by David Lyon,David Murakami Wood Pdf

Intelligence gathering is in a state of flux. Enabled by massive computing power, new modes of communications analysis now touch the lives of citizens around the globe – not just those considered suspicious or threatening. Big Data Surveillance and Security Intelligence reveals the profound shift to “big data” practices that security agencies have made in recent years, as the increasing volume of information challenges traditional ways of gathering intelligence. In this astute collection, leading academics, civil society experts, and regulators debate the pressing questions this trend raises about civil liberties, human rights, and privacy protection in Canada.

Big Data Security

Shibakali Gupta,Indradip Banerjee,Siddhartha Bhattacharyya
Big Data Security Book PDF

Author : Shibakali Gupta,Indradip Banerjee,Siddhartha Bhattacharyya
Publisher : Walter de Gruyter GmbH & Co KG
Page : 223 pages
File Size : 55,9 Mb
Release : 2019-10-08
Category : Computers
ISBN : 9783110605969

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Big Data Security by Shibakali Gupta,Indradip Banerjee,Siddhartha Bhattacharyya Pdf

After a short description of the key concepts of big data the book explores on the secrecy and security threats posed especially by cloud based data storage. It delivers conceptual frameworks and models along with case studies of recent technology.

Smart Computing and Informatics

Suresh Chandra Satapathy,Vikrant Bhateja,Swagatam Das
Smart Computing and Informatics Book PDF

Author : Suresh Chandra Satapathy,Vikrant Bhateja,Swagatam Das
Publisher : Springer
Page : 653 pages
File Size : 41,8 Mb
Release : 2017-10-28
Category : Technology & Engineering
ISBN : 9789811055478

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Smart Computing and Informatics by Suresh Chandra Satapathy,Vikrant Bhateja,Swagatam Das Pdf

This volume contains 68 papers presented at SCI 2016: First International Conference on Smart Computing and Informatics. The conference was held during 3-4 March 2017, Visakhapatnam, India and organized communally by ANITS, Visakhapatnam and supported technically by CSI Division V – Education and Research and PRF, Vizag. This volume contains papers mainly focused on smart computing for cloud storage, data mining and software analysis, and image processing.

Handbook of Big Data Privacy

Kim-Kwang Raymond Choo,Ali Dehghantanha
Handbook of Big Data Privacy Book PDF

Author : Kim-Kwang Raymond Choo,Ali Dehghantanha
Publisher : Springer Nature
Page : 397 pages
File Size : 47,6 Mb
Release : 2020-03-18
Category : Computers
ISBN : 9783030385576

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Handbook of Big Data Privacy by Kim-Kwang Raymond Choo,Ali Dehghantanha Pdf

This handbook provides comprehensive knowledge and includes an overview of the current state-of-the-art of Big Data Privacy, with chapters written by international world leaders from academia and industry working in this field. The first part of this book offers a review of security challenges in critical infrastructure and offers methods that utilize acritical intelligence (AI) techniques to overcome those issues. It then focuses on big data security and privacy issues in relation to developments in the Industry 4.0. Internet of Things (IoT) devices are becoming a major source of security and privacy concern in big data platforms. Multiple solutions that leverage machine learning for addressing security and privacy issues in IoT environments are also discussed this handbook. The second part of this handbook is focused on privacy and security issues in different layers of big data systems. It discusses about methods for evaluating security and privacy of big data systems on network, application and physical layers. This handbook elaborates on existing methods to use data analytic and AI techniques at different layers of big data platforms to identify privacy and security attacks. The final part of this handbook is focused on analyzing cyber threats applicable to the big data environments. It offers an in-depth review of attacks applicable to big data platforms in smart grids, smart farming, FinTech, and health sectors. Multiple solutions are presented to detect, prevent and analyze cyber-attacks and assess the impact of malicious payloads to those environments. This handbook provides information for security and privacy experts in most areas of big data including; FinTech, Industry 4.0, Internet of Things, Smart Grids, Smart Farming and more. Experts working in big data, privacy, security, forensics, malware analysis, machine learning and data analysts will find this handbook useful as a reference. Researchers and advanced-level computer science students focused on computer systems, Internet of Things, Smart Grid, Smart Farming, Industry 4.0 and network analysts will also find this handbook useful as a reference.

Big Data Challenges

Anno Bunnik,Anthony Cawley,Michael Mulqueen,Andrej Zwitter
Big Data Challenges Book PDF

Author : Anno Bunnik,Anthony Cawley,Michael Mulqueen,Andrej Zwitter
Publisher : Springer
Page : 140 pages
File Size : 44,9 Mb
Release : 2016-05-13
Category : Political Science
ISBN : 9781349948857

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Big Data Challenges by Anno Bunnik,Anthony Cawley,Michael Mulqueen,Andrej Zwitter Pdf

This book brings together an impressive range of academic and intelligence professional perspectives to interrogate the social, ethical and security upheavals in a world increasingly driven by data. Written in a clear and accessible style, it offers fresh insights to the deep reaching implications of Big Data for communication, privacy and organisational decision-making. It seeks to demystify developments around Big Data before evaluating their current and likely future implications for areas as diverse as corporate innovation, law enforcement, data science, journalism, and food security. The contributors call for a rethinking of the legal, ethical and philosophical frameworks that inform the responsibilities and behaviours of state, corporate, institutional and individual actors in a more networked, data-centric society. In doing so, the book addresses the real world risks, opportunities and potentialities of Big Data.

Analytics, Operations, and Strategic Decision Making in the Public Sector

Evans, Gerald William,Biles, William E.,Bae, Ki-Hwan G.
Analytics Operations and Strategic Decision Making in the Public Sector Book PDF

Author : Evans, Gerald William,Biles, William E.,Bae, Ki-Hwan G.
Publisher : IGI Global
Page : 441 pages
File Size : 50,7 Mb
Release : 2019-02-15
Category : Political Science
ISBN : 9781522575924

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Analytics, Operations, and Strategic Decision Making in the Public Sector by Evans, Gerald William,Biles, William E.,Bae, Ki-Hwan G. Pdf

Analytics for the public sector involves the application of operations research and statistical techniques to solve various problems existing outside of the private sector. The use of analytics for the public sector results in more efficient and effective services for the clients and users of these systems. Analytics, Operations, and Strategic Decision Making in the Public Sector is an essential reference source that discusses analytics applications in various public sector organizations, and addresses the difficulties associated with the design and operation of these systems including multiple conflicting objectives, uncertainties and resulting risk, ill-structured nature, combinatorial design aspects, and scale. Featuring research on topics such as analytical modeling techniques, data mining, and statistical analysis, this book is ideally designed for academicians, educators, researchers, students, and public sector professionals including those in local, state, and federal governments; criminal justice systems; healthcare; energy and natural resources; waste management; emergency response; and the military.

Critical Terrorism Studies at Ten

Richard Jackson,Harmonie Toros,Lee Jarvis,Charlotte Heath-Kelly
Critical Terrorism Studies at Ten Book PDF

Author : Richard Jackson,Harmonie Toros,Lee Jarvis,Charlotte Heath-Kelly
Publisher : Routledge
Page : 215 pages
File Size : 49,5 Mb
Release : 2020-04-28
Category : Fiction
ISBN : 9780429846922

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Critical Terrorism Studies at Ten by Richard Jackson,Harmonie Toros,Lee Jarvis,Charlotte Heath-Kelly Pdf

Critical Terrorism Studies emerged around 2007, in the context of the rapidly intensifying War on Terror. It was in this era that "terrorism" became a "growth industry" which generated a huge amount of academic research as well as social and political activity. Yet a yawning gap developed between the actual material threat posed by terrorists, and the level of investment and activity devoted to responding to this threat. Similarly, the quality of terrorism research was noticeably weak and lacking in methodological rigour. Critical Terrorism Studies set out to explore the exceptional treatment of political violence, to challenge the political manipulation of terrorism fears and increase in draconian anti-terrorism legislation, and to address some of the conceptual and methodological failings of terrorism research. In the 10 years since the journal Critical Studies on Terrorism was launched, that context and mission remains as important as ever. This volume looks back on the achievements and failures of Critical Terrorism Studies in this period, as well as collecting state of the art research into terrorism discourse, queerness and the War on Terror, the Prevent Strategy, epistemology in terrorism studies, state repression, the ambiguous ends of militant campaigns, the epistemology of preventative counterterrorism, and the question of non-violent responses to terror. The chapters originally published in a special issue in Critical Studies in Terrorism.