Privacy And Security Challenges In Location Aware Computing

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Privacy and Security Challenges in Location Aware Computing

Author : Saravanan, P. Shanthi
Publisher : IGI Global
ISBN 13 : 1799877582
Total Pages : 298 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Privacy and Security Challenges in Location Aware Computing by : Saravanan, P. Shanthi

Download or read book Privacy and Security Challenges in Location Aware Computing written by Saravanan, P. Shanthi and published by IGI Global. This book was released on 2021-04-23 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Location-aware computing is a technology that uses the location (provides granular geographical information) of people and objects to derive contextual information. Today, one can obtain this location information free of cost through smartphones. Smartphones with location enabled applications have revolutionized the ways in which people perform their activities and get benefits from the automated services. It especially helps to get details of services in less time; wherever the user may be and whenever they want. The need for smartphones and location enabled applications has been growing year after year. Nowadays no one can leave without their phone; the phone seemingly becomes one of the parts of the human body. The individual can now be predicted by their phone and the identity of the phone becomes the person’s identity. Though there is a tremendous need for location-enabled applications with smartphones, the debate on privacy and security related to location data has also been growing. Privacy and Security Challenges in Location Aware Computing provides the latest research on privacy enhanced location-based applications development and exposes the necessity of location privacy preservation, as well as issues and challenges related to protecting the location data. It also suggests solutions for enhancing the protection of location privacy and therefore users’ privacy as well. The chapters highlight important topic areas such as video surveillance in human tracking/detection, geographical information system design, cyberspace attacks and warfare, and location aware security systems. The culmination of these topics creates a book that is ideal for security analysts, mobile application developers, practitioners, academicians, students, and researchers.

Edge-of-Things in Personalized Healthcare Support Systems

Author : Rajeswari Sridhar
Publisher : Academic Press
ISBN 13 : 0323907083
Total Pages : 437 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Edge-of-Things in Personalized Healthcare Support Systems by : Rajeswari Sridhar

Download or read book Edge-of-Things in Personalized Healthcare Support Systems written by Rajeswari Sridhar and published by Academic Press. This book was released on 2022-06-19 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edge-of-Things in Personalized Healthcare Support Systems discusses and explores state-of-the-art technology developments in storage and sharing of personal healthcare records in a secure manner that is globally distributed to incorporate best healthcare practices. The book presents research into the identification of specialization and expertise among healthcare professionals, the sharing of records over the cloud, access controls and rights of shared documents, document privacy, as well as edge computing techniques which help to identify causes and develop treatments for human disease. The book aims to advance personal healthcare, medical diagnosis, and treatment by applying IoT, cloud, and edge computing technologies in association with effective data analytics. Provides an in-depth analysis of how to model and design applications for state-of-the-art healthcare systems Discusses and explores the social impact of the intertwined use of emerging IT technologies for healthcare Covers system design and software building principles for healthcare using IoT, cloud, and edge computing technologies with the support of effective and efficient data analytics strategies Explores the latest algorithms using machine and deep learning in the areas of cloud, edge computing, IoT, and healthcare analytics

Research Anthology on Privatizing and Securing Data

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799889556
Total Pages : 2188 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Privatizing and Securing Data by : Management Association, Information Resources

Download or read book Research Anthology on Privatizing and Securing Data written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-04-23 with total page 2188 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the immense amount of data that is now available online, security concerns have been an issue from the start, and have grown as new technologies are increasingly integrated in data collection, storage, and transmission. Online cyber threats, cyber terrorism, hacking, and other cybercrimes have begun to take advantage of this information that can be easily accessed if not properly handled. New privacy and security measures have been developed to address this cause for concern and have become an essential area of research within the past few years and into the foreseeable future. The ways in which data is secured and privatized should be discussed in terms of the technologies being used, the methods and models for security that have been developed, and the ways in which risks can be detected, analyzed, and mitigated. The Research Anthology on Privatizing and Securing Data reveals the latest tools and technologies for privatizing and securing data across different technologies and industries. It takes a deeper dive into both risk detection and mitigation, including an analysis of cybercrimes and cyber threats, along with a sharper focus on the technologies and methods being actively implemented and utilized to secure data online. Highlighted topics include information governance and privacy, cybersecurity, data protection, challenges in big data, security threats, and more. This book is essential for data analysts, cybersecurity professionals, data scientists, security analysts, IT specialists, practitioners, researchers, academicians, and students interested in the latest trends and technologies for privatizing and securing data.

Privacy, Security and Trust within the Context of Pervasive Computing

Author : Philip Robinson
Publisher : Springer Science & Business Media
ISBN 13 : 0387234624
Total Pages : 167 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Privacy, Security and Trust within the Context of Pervasive Computing by : Philip Robinson

Download or read book Privacy, Security and Trust within the Context of Pervasive Computing written by Philip Robinson and published by Springer Science & Business Media. This book was released on 2006-06-07 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Privacy, Security and Trust within the Context of Pervasive Computing is an edited volume based on a post workshop at the second international conference on Pervasive Computing. The workshop was held April18-23, 2004, in Vienna, Austria. The goal of the workshop was not to focus on specific, even novel mechanisms, but rather on the interfaces between mechanisms in different technical and social problem spaces. An investigation of the interfaces between the notions of context, privacy, security, and trust will result in a deeper understanding of the "atomic" problems, leading to a more complete understanding of the social and technical issues in pervasive computing.

Eco-friendly Computing and Communication Systems

Author : Jimson Mathew
Publisher : Springer
ISBN 13 : 3642321127
Total Pages : 444 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Eco-friendly Computing and Communication Systems by : Jimson Mathew

Download or read book Eco-friendly Computing and Communication Systems written by Jimson Mathew and published by Springer. This book was released on 2012-07-20 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Conference Eco-friendly Computing and Communication Systems, ICECCS 2012, held in Kochi, Kerala, India, in August 2012. The 50 revised full papers presented were carefully reviewed and selected from 133 submissions. The papers are organized in topical sections on energy efficient software system and applications; wireless communication systems; green energy technologies; image and signal processing; bioinformatics and emerging technologies; secure and reliable systems; mathematical modeling and scientific computing; pervasive computing and applications.

NETWORKING 2005. Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems

Download NETWORKING 2005. Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems PDF Online Free

Author : Raouf Boutaba
Publisher : Springer
ISBN 13 : 3540320172
Total Pages : 1487 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis NETWORKING 2005. Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems by : Raouf Boutaba

Download or read book NETWORKING 2005. Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems written by Raouf Boutaba and published by Springer. This book was released on 2005-05-02 with total page 1487 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International IFIP-TC6 Networking Conference, NETWORKING 2005, held in Waterloo, Canada in May 2005. The 105 revised full papers and 36 posters were carefully reviewed and selected from 430 submissions. The papers are organized in topical sections on peer-to-peer networks, Internet protocols, wireless security, network security, wireless performance, network service support, network modeling and simulation, wireless LAN, optical networks, Internet performance and Web applications, ad-hoc networks, adaptive networks, radio resource management, Internet routing, queuing models, monitoring, network management, sensor networks, overlay multicast, QoS, wirless scheduling, multicast traffic management and engineering, mobility management, bandwith management, DCMA, and wireless resource management.

Location Privacy in Mobile Applications

Author : Bo Liu
Publisher : Springer
ISBN 13 : 9811317054
Total Pages : 101 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Location Privacy in Mobile Applications by : Bo Liu

Download or read book Location Privacy in Mobile Applications written by Bo Liu and published by Springer. This book was released on 2018-08-30 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive study of the state of the art in location privacy for mobile applications. It presents an integrated five-part framework for location privacy research, which includes the analysis of location privacy definitions, attacks and adversaries, location privacy protection methods, location privacy metrics, and location-based mobile applications. In addition, it analyses the relationships between the various elements of location privacy, and elaborates on real-world attacks in a specific application. Furthermore, the book features case studies of three applications and shares valuable insights into future research directions. Shedding new light on key research issues in location privacy and promoting the advance and development of future location-based mobile applications, it will be of interest to a broad readership, from students to researchers and engineers in the field.

Multidisciplinary Approach to Modern Digital Steganography

Author : Pramanik, Sabyasachi
Publisher : IGI Global
ISBN 13 : 1799871622
Total Pages : 380 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Multidisciplinary Approach to Modern Digital Steganography by : Pramanik, Sabyasachi

Download or read book Multidisciplinary Approach to Modern Digital Steganography written by Pramanik, Sabyasachi and published by IGI Global. This book was released on 2021-06-04 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Steganography is the art of secret writing. The purpose of steganography is to hide the presence of a message from the intruder by using state-of-the-art methods, algorithms, architectures, models, and methodologies in the domains of cloud, internet of things (IoT), and the Android platform. Though security controls in cloud computing, IoT, and Android platforms are not much different than security controls in an IT environment, they might still present different types of risks to an organization than the classic IT solutions. Therefore, a detailed discussion is needed in case there is a breach in security. It is important to review the security aspects of cloud, IoT, and Android platforms related to steganography to determine how this new technology is being utilized and improved continuously to protect information digitally. The benefits and challenges, along with the current and potential developments for the future, are important keystones in this critical area of security research. Multidisciplinary Approach to Modern Digital Steganography reviews the security aspects of cloud, IoT, and Android platforms related to steganography and addresses emerging security concerns, new algorithms, and case studies in the field. Furthermore, the book presents a new approach to secure data storage on cloud infrastructure and IoT along with including discussions on optimization models and security controls that could be implemented. Other important topics include data transmission, deep learning techniques, machine learning, and both image and text stenography. This book is essential for forensic engineers, forensic analysts, cybersecurity analysts, cyber forensic examiners, security engineers, cybersecurity network analysts, cyber network defense analysts, and digital forensic examiners along with practitioners, researchers, academicians, and students interested in the latest techniques and state-of-the-art methods in digital steganography.

Enabling Blockchain Technology for Secure Networking and Communications

Author : Ben Mnaouer, Adel
Publisher : IGI Global
ISBN 13 : 1799858413
Total Pages : 339 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Enabling Blockchain Technology for Secure Networking and Communications by : Ben Mnaouer, Adel

Download or read book Enabling Blockchain Technology for Secure Networking and Communications written by Ben Mnaouer, Adel and published by IGI Global. This book was released on 2021-06-11 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the surge of blockchain technology has been rising due to is proven reliability in ensuring secure and effective transactions, even between untrusted parties. Its application is broad and covers public and private domains varying from traditional communication networks to more modern networks like the internet of things and the internet of energy crossing fog and edge computing, among others. As technology matures and its standard use cases are established, there is a need to gather recent research that can shed light on several aspects and facts on the use of blockchain technology in different fields of interest. Enabling Blockchain Technology for Secure Networking and Communications consolidates the recent research initiatives directed towards exploiting the advantages of blockchain technology for benefiting several areas of applications that vary from security and robustness to scalability and privacy-preserving and more. The chapters explore the current applications of blockchain for networking and communications, the future potentials of blockchain technology, and some not-yet-prospected areas of research and its application. This book is ideal for practitioners, stakeholders, researchers, academicians, and students interested in the concepts of blockchain technology and the potential and pitfalls of its application in different utilization domains.

The Routledge Companion to Risk, Crisis and Security in Business

Author : Kurt J. Engemann
Publisher : Routledge
ISBN 13 : 131724429X
Total Pages : 484 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis The Routledge Companion to Risk, Crisis and Security in Business by : Kurt J. Engemann

Download or read book The Routledge Companion to Risk, Crisis and Security in Business written by Kurt J. Engemann and published by Routledge. This book was released on 2018-06-14 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aware that a single crisis event can devastate their business, managers must be prepared for the worst from an expansive array of threats. The Routledge Companion to Risk, Crisis and Security in Business comprises a professional and scholarly collection of work in this critical field. Risks come in many varieties, and there is a growing concern for organizations to respond to the challenge. Businesses can be severely impacted by natural and man-made disasters including: floods, earthquakes, tsunami, environmental threats, terrorism, supply chain risks, pandemics, and white-collar crime. An organization’s resilience is dependent not only on their own system security and infrastructure, but also on the wider infrastructure providing health and safety, utilities, transportation, and communication. Developments in risk security and management knowledge offer a path towards resilience and recovery through effective leadership in crisis situations. The growing body of knowledge in research and methodologies is a basis for decisions to safeguard people and assets, and to ensure the survivability of an organization from a crisis. Not only can businesses become more secure through risk management, but an effective program can also facilitate innovation and afford new opportunities. With chapters written by an international selection of leading experts, this book fills a crucial gap in our current knowledge of risk, crisis and security in business by exploring a broad spectrum of topics in the field. Edited by a globally-recognized expert on risk, this book is a vital reference for researchers, professionals and students with an interest in current scholarship in this expanding discipline.

Ethical Hacking Techniques and Countermeasures for Cybercrime Prevention

Author : Conteh, Nabie Y.
Publisher : IGI Global
ISBN 13 : 1799865061
Total Pages : 168 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Ethical Hacking Techniques and Countermeasures for Cybercrime Prevention by : Conteh, Nabie Y.

Download or read book Ethical Hacking Techniques and Countermeasures for Cybercrime Prevention written by Conteh, Nabie Y. and published by IGI Global. This book was released on 2021-06-25 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: As personal data continues to be shared and used in all aspects of society, the protection of this information has become paramount. While cybersecurity should protect individuals from cyber-threats, it also should be eliminating any and all vulnerabilities. The use of hacking to prevent cybercrime and contribute new countermeasures towards protecting computers, servers, networks, web applications, mobile devices, and stored data from black hat attackers who have malicious intent, as well as to stop against unauthorized access instead of using hacking in the traditional sense to launch attacks on these devices, can contribute emerging and advanced solutions against cybercrime. Ethical Hacking Techniques and Countermeasures for Cybercrime Prevention is a comprehensive text that discusses and defines ethical hacking, including the skills and concept of ethical hacking, and studies the countermeasures to prevent and stop cybercrimes, cyberterrorism, cybertheft, identity theft, and computer-related crimes. It broadens the understanding of cybersecurity by providing the necessary tools and skills to combat cybercrime. Some specific topics include top cyber investigation trends, data security of consumer devices, phases of hacking attacks, and stenography for secure image transmission. This book is relevant for ethical hackers, cybersecurity analysts, computer forensic experts, government officials, practitioners, researchers, academicians, and students interested in the latest techniques for preventing and combatting cybercrime.

IT Roadmap to a Geospatial Future

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309087384
Total Pages : 136 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis IT Roadmap to a Geospatial Future by : National Research Council

Download or read book IT Roadmap to a Geospatial Future written by National Research Council and published by National Academies Press. This book was released on 2003-05-04 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: A grand challenge for science is to understand the human implications of global environmental change and to help society cope with those changes. Virtually all the scientific questions associated with this challenge depend on geospatial information (geoinformation) and on the ability of scientists, working individually and in groups, to interact with that information in flexible and increasingly complex ways. Another grand challenge is how to respond to calamities-terrorist activities, other human-induced crises, and natural disasters. Much of the information that underpins emergency preparedness, response, recovery, and mitigation is geospatial in nature. In terrorist situations, for example, origins and destinations of phone calls and e-mail messages, travel patterns of individuals, dispersal patterns of airborne chemicals, assessment of places at risk, and the allocation of resources all involve geospatial information. Much of the work addressing environment- and emergency-related concerns will depend on how productively humans are able to integrate, distill, and correlate a wide range of seemingly unrelated information. In addition to critical advances in location-aware computing, databases, and data mining methods, advances in the human-computer interface will couple new computational capabilities with human cognitive capabilities. This report outlines an interdisciplinary research roadmap at the intersection of computer science and geospatial information science. The report was developed by a committee convened by the Computer Science and Telecommunications Board of the National Research Council.

Advanced Location-Based Technologies and Services

Author : Hassan A. Karimi
Publisher : CRC Press
ISBN 13 : 1000218775
Total Pages : 317 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Advanced Location-Based Technologies and Services by : Hassan A. Karimi

Download or read book Advanced Location-Based Technologies and Services written by Hassan A. Karimi and published by CRC Press. This book was released on 2016-04-19 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the publication of the first edition in 2004, advances in mobile devices, positioning sensors, WiFi fingerprinting, and wireless communications, among others, have paved the way for developing new and advanced location-based services (LBSs). This second edition provides up-to-date information on LBSs, including WiFi fingerprinting, mobile computing, geospatial clouds, geospatial data mining, location privacy, and location-based social networking. It also includes new chapters on application areas such as LBSs for public health, indoor navigation, and advertising. In addition, the chapter on remote sensing has been revised to address advancements.

Data Mining in Public and Private Sectors: Organizational and Government Applications

Author : Syvajarvi, Antti
Publisher : IGI Global
ISBN 13 : 1605669075
Total Pages : 448 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Data Mining in Public and Private Sectors: Organizational and Government Applications by : Syvajarvi, Antti

Download or read book Data Mining in Public and Private Sectors: Organizational and Government Applications written by Syvajarvi, Antti and published by IGI Global. This book was released on 2010-06-30 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for both organizations and government agencies to generate, collect, and utilize data in public and private sector activities is rapidly increasing, placing importance on the growth of data mining applications and tools. Data Mining in Public and Private Sectors: Organizational and Government Applications explores the manifestation of data mining and how it can be enhanced at various levels of management. This innovative publication provides relevant theoretical frameworks and the latest empirical research findings useful to governmental agencies, practicing managers, and academicians.

NATO and the Future of European and Asian Security

Author : Christensen, Carsten Sander
Publisher : IGI Global
ISBN 13 : 1799871207
Total Pages : 331 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis NATO and the Future of European and Asian Security by : Christensen, Carsten Sander

Download or read book NATO and the Future of European and Asian Security written by Christensen, Carsten Sander and published by IGI Global. This book was released on 2021-06-25 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key role in the security policy of the North Atlantic Treaty Organization (NATO) is to prevent new types of asymmetric challenges and deal with the new architecture of the Euro-Atlantic security environment, including the control of weapons of mass destruction. In modern international politics, the growing militaristic policies of the states have created many dangers and raised the need for NATO to address new issues that the Alliance did not face during the Cold War. NATO and the Future of European and Asian Security reflects on difficult geopolitical and geostrategic conditions and reviews how new types of warfare have a drastic impact on NATO’s military and defense doctrine. This book provides the newest data and theories and contributes to the understanding of the transformation of the regional security environment in the aegis of the Euro-Atlantic. Covering topics including foreign policy, global security, hybrid warfare, securitization, and smart defense, this book is essential for government officials, policymakers, public relations officers, military and defense agencies, teachers, historians, political scientists, security analysts, national security professionals, administrators, government organizations, researchers, academicians, and students.

Safety and Security in Multiagent Systems

Author : Mike Barley
Publisher : Springer Science & Business Media
ISBN 13 : 3642048781
Total Pages : 351 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Safety and Security in Multiagent Systems by : Mike Barley

Download or read book Safety and Security in Multiagent Systems written by Mike Barley and published by Springer Science & Business Media. This book was released on 2009-10-15 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: As intelligent autonomous agents and multiagent system applications become more pervasive, it becomes increasingly important to understand the risks associated with using these systems. Incorrect or inappropriate agent behavior can have harmful - fects, including financial cost, loss of data, and injury to humans or systems. For - ample, NASA has proposed missions where multiagent systems, working in space or on other planets, will need to do their own reasoning about safety issues that concern not only themselves but also that of their mission. Likewise, industry is interested in agent systems that can search for new supply opportunities and engage in (semi-) automated negotiations over new supply contracts. These systems should be able to securely negotiate such arrangements and decide which credentials can be requested and which credentials may be disclosed. Such systems may encounter environments that are only partially understood and where they must learn for themselves which aspects of their environment are safe and which are dangerous. Thus, security and safety are two central issues when developing and deploying such systems. We refer to a multiagent system’s security as the ability of the system to deal with threats that are intentionally caused by other intelligent agents and/or s- tems, and the system’s safety as its ability to deal with any other threats to its goals.

Handbook of Research on Advancing Cybersecurity for Digital Transformation

Author : Sandhu, Kamaljeet
Publisher : IGI Global
ISBN 13 : 1799869768
Total Pages : 460 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Advancing Cybersecurity for Digital Transformation by : Sandhu, Kamaljeet

Download or read book Handbook of Research on Advancing Cybersecurity for Digital Transformation written by Sandhu, Kamaljeet and published by IGI Global. This book was released on 2021-06-18 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cybersecurity has been gaining serious attention and recently has become an important topic of concern for organizations, government institutions, and largely for people interacting with digital online systems. As many individual and organizational activities continue to grow and are conducted in the digital environment, new vulnerabilities have arisen which have led to cybersecurity threats. The nature, source, reasons, and sophistication for cyberattacks are not clearly known or understood, and many times invisible cyber attackers are never traced or can never be found. Cyberattacks can only be known once the attack and the destruction have already taken place long after the attackers have left. Cybersecurity for computer systems has increasingly become important because the government, military, corporate, financial, critical infrastructure, and medical organizations rely heavily on digital network systems, which process and store large volumes of data on computer devices that are exchanged on the internet, and they are vulnerable to “continuous” cyberattacks. As cybersecurity has become a global concern, it needs to be clearly understood, and innovative solutions are required. The Handbook of Research on Advancing Cybersecurity for Digital Transformation looks deeper into issues, problems, and innovative solutions and strategies that are linked to cybersecurity. This book will provide important knowledge that can impact the improvement of cybersecurity, which can add value in terms of innovation to solving cybersecurity threats. The chapters cover cybersecurity challenges, technologies, and solutions in the context of different industries and different types of threats. This book is ideal for cybersecurity researchers, professionals, scientists, scholars, and managers, as well as practitioners, stakeholders, researchers, academicians, and students interested in the latest advancements in cybersecurity for digital transformation.