Secure Data Provenance And Inference Control With Semantic Web

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Secure Data Provenance and Inference Control with Semantic Web

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1466569433
Total Pages : 482 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Secure Data Provenance and Inference Control with Semantic Web by : Bhavani Thuraisingham

Download or read book Secure Data Provenance and Inference Control with Semantic Web written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2014-08-01 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: With an ever-increasing amount of information on the web, it is critical to understand the pedigree, quality, and accuracy of your data. Using provenance, you can ascertain the quality of data based on its ancestral data and derivations, track back to sources of errors, allow automatic re-enactment of derivations to update data, and provide attribution of the data source. Secure Data Provenance and Inference Control with Semantic Web supplies step-by-step instructions on how to secure the provenance of your data to make sure it is safe from inference attacks. It details the design and implementation of a policy engine for provenance of data and presents case studies that illustrate solutions in a typical distributed health care system for hospitals. Although the case studies describe solutions in the health care domain, you can easily apply the methods presented in the book to a range of other domains. The book describes the design and implementation of a policy engine for provenance and demonstrates the use of Semantic Web technologies and cloud computing technologies to enhance the scalability of solutions. It covers Semantic Web technologies for the representation and reasoning of the provenance of the data and provides a unifying framework for securing provenance that can help to address the various criteria of your information systems. Illustrating key concepts and practical techniques, the book considers cloud computing technologies that can enhance the scalability of solutions. After reading this book you will be better prepared to keep up with the on-going development of the prototypes, products, tools, and standards for secure data management, secure Semantic Web, secure web services, and secure cloud computing.

Secure Data Provenance and Inference Control with Semantic Web

Author : Jaime Vaughn
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781984976437
Total Pages : 440 pages
Book Rating : 4.9/5 (764 download)

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Book Synopsis Secure Data Provenance and Inference Control with Semantic Web by : Jaime Vaughn

Download or read book Secure Data Provenance and Inference Control with Semantic Web written by Jaime Vaughn and published by Createspace Independent Publishing Platform. This book was released on 2017-11-22 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book describes the design and implementation of a policy engine for provenance and demonstrates the use of Semantic Web technologies and cloud computing technologies to enhance the scalability of solutions. It covers Semantic Web technologies for the representation and reasoning of the provenance of the data and provides a unifying framework for securing provenance that can help to address the various criteria of your information systems. The book considers cloud computing technologies that can enhance the scalability of solutions. After reading this book you will be better prepared to keep up with the on-going development of the prototypes, products, tools, and standards for secure data management, secure Semantic Web, secure web services, and secure cloud computing.

Secure Data Science

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1000557510
Total Pages : 430 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Secure Data Science by : Bhavani Thuraisingham

Download or read book Secure Data Science written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2022-04-27 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Secure data science, which integrates cyber security and data science, is becoming one of the critical areas in both cyber security and data science. This is because the novel data science techniques being developed have applications in solving such cyber security problems as intrusion detection, malware analysis, and insider threat detection. However, the data science techniques being applied not only for cyber security but also for every application area—including healthcare, finance, manufacturing, and marketing—could be attacked by malware. Furthermore, due to the power of data science, it is now possible to infer highly private and sensitive information from public data, which could result in the violation of individual privacy. This is the first such book that provides a comprehensive overview of integrating both cyber security and data science and discusses both theory and practice in secure data science. After an overview of security and privacy for big data services as well as cloud computing, this book describes applications of data science for cyber security applications. It also discusses such applications of data science as malware analysis and insider threat detection. Then this book addresses trends in adversarial machine learning and provides solutions to the attacks on the data science techniques. In particular, it discusses some emerging trends in carrying out trustworthy analytics so that the analytics techniques can be secured against malicious attacks. Then it focuses on the privacy threats due to the collection of massive amounts of data and potential solutions. Following a discussion on the integration of services computing, including cloud-based services for secure data science, it looks at applications of secure data science to information sharing and social media. This book is a useful resource for researchers, software developers, educators, and managers who want to understand both the high level concepts and the technical details on the design and implementation of secure data science-based systems. It can also be used as a reference book for a graduate course in secure data science. Furthermore, this book provides numerous references that would be helpful for the reader to get more details about secure data science.

Analyzing and Securing Social Networks

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1482243288
Total Pages : 586 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Analyzing and Securing Social Networks by : Bhavani Thuraisingham

Download or read book Analyzing and Securing Social Networks written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2016-04-06 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing and Securing Social Networks focuses on the two major technologies that have been developed for online social networks (OSNs): (i) data mining technologies for analyzing these networks and extracting useful information such as location, demographics, and sentiments of the participants of the network, and (ii) security and privacy technolo

Big Data Analytics with Applications in Insider Threat Detection

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1498705480
Total Pages : 544 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Big Data Analytics with Applications in Insider Threat Detection by : Bhavani Thuraisingham

Download or read book Big Data Analytics with Applications in Insider Threat Detection written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2017-11-22 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today's malware mutates randomly to avoid detection, but reactively adaptive malware is more intelligent, learning and adapting to new computer defenses on the fly. Using the same algorithms that antivirus software uses to detect viruses, reactively adaptive malware deploys those algorithms to outwit antivirus defenses and to go undetected. This book provides details of the tools, the types of malware the tools will detect, implementation of the tools in a cloud computing framework and the applications for insider threat detection.

Building Trustworthy Semantic Webs

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 9781420013221
Total Pages : 432 pages
Book Rating : 4.0/5 (132 download)

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Book Synopsis Building Trustworthy Semantic Webs by : Bhavani Thuraisingham

Download or read book Building Trustworthy Semantic Webs written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2007-12-05 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic Webs promise to revolutionize the way computers find and integrate data over the internet. They will allow Web agents to share and reuse data across applications, enterprises, and community boundaries. However, this improved accessibility poses a greater threat of unauthorized access, which could lead to the malicious corruption of information. Building Trustworthy Semantic Webs addresses the urgent demand for the development of effective mechanisms that will protect and secure semantic Webs. Design Flexible Security Policies to Improve Efficiency Securing semantic Webs involves the formation of policies that will dictate what type of access Web agents are allowed. This text provides the tools needed to engineer these policies and secure individual components of the semantic Web, such as XML, RDF, and OWL. It also examines how to control unauthorized inferences on the semantic Web. Since this technology is not fully realized, the book emphasizes the importance of integrating security features into semantic Webs at the onset of their development. Through its expansive coverage, Building Trustworthy Semantic Webs describes how the creation of semantic security standards will ensure the dependability of semantic Webs. It provides Web developers with the tools they need to protect sensitive information and guarantee the success of semantic Web applications.

Secure Semantic Service-Oriented Systems

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 9781420073324
Total Pages : 463 pages
Book Rating : 4.0/5 (733 download)

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Book Synopsis Secure Semantic Service-Oriented Systems by : Bhavani Thuraisingham

Download or read book Secure Semantic Service-Oriented Systems written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2016-04-19 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the demand for data and information management continues to grow, so does the need to maintain and improve the security of databases, applications, and information systems. In order to effectively protect this data against evolving threats, an up-to-date understanding of the mechanisms for securing semantic Web technologies is essential. Reviewing cutting-edge developments, Secure Semantic Service-Oriented Systems focuses on confidentiality, privacy, trust, and integrity management for Web services. It demonstrates the breadth and depth of applications of these technologies in multiple domains. The author lays the groundwork with discussions of concepts in trustworthy information systems and security for service-oriented architecture. Next, she covers secure Web services and applications—discussing how these technologies are used in secure interoperability, national defense, and medical applications. Divided into five parts, the book describes the various aspects of secure service oriented information systems; including confidentiality, trust management, integrity, and data quality. It evaluates knowledge management and e-business concepts in services technologies, information management, semantic Web security, and service-oriented computing. You will also learn how it applies to Web services, service-oriented analysis and design, and specialized and semantic Web services. The author covers security and design methods for service-oriented analysis, access control models for Web Services, identity management, access control and delegation, and confidentiality. She concludes by examining privacy, trust, and integrity, the relationship between secure semantic Web technologies and services, secure ontologies, and RDF. The book also provides specific consideration to activity management such as e-business, collaboration, healthcare, and finance.

Secure Data Management in Decentralized Systems

Author : Ting Yu
Publisher : Springer Science & Business Media
ISBN 13 : 0387276963
Total Pages : 461 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Secure Data Management in Decentralized Systems by : Ting Yu

Download or read book Secure Data Management in Decentralized Systems written by Ting Yu and published by Springer Science & Business Media. This book was released on 2007-05-11 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of database security has expanded greatly, with the rapid development of global inter-networked infrastructure. Databases are no longer stand-alone systems accessible only to internal users of organizations. Today, businesses must allow selective access from different security domains. New data services emerge every day, bringing complex challenges to those whose job is to protect data security. The Internet and the web offer means for collecting and sharing data with unprecedented flexibility and convenience, presenting threats and challenges of their own. This book identifies and addresses these new challenges and more, offering solid advice for practitioners and researchers in industry.

Secure Data Management

Author : Willem Jonker
Publisher : Springer
ISBN 13 : 354085259X
Total Pages : 229 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Secure Data Management by : Willem Jonker

Download or read book Secure Data Management written by Willem Jonker and published by Springer. This book was released on 2008-08-18 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information and communication technologies are advancing fast. Processing speed is still increasing at a high rate, followed by advances in digital storage technology, which double storage capacity every year. Furthermore, communication techno- gies do not lag behind. The Internet has been widely used, as well as wireless te- nologies. With a few mouse clicks, people can communicate with each other around the world. All these advances have great potential to change the way people live, introducing new concepts like ubiquitous computing and ambient intelligence. Technology is becoming present everywhere in the form of smart and sensitive c- puting devices. They are nonintrusive, transparent and hidden in the background, but they collect, process, and share all kinds of information, including user beh- ior, in order to act in an intelligent and adaptive way. These emerging technologies put new requirements on security and data m- agement. As data are accessible anytime anywhere, it becomes much easier to get unauthorized data access. Furthermore, the use of new technologies has brought about some privacy concerns. It becomes simpler to collect, store, and search personal information, thereby endangering people’s privacy. Therefore, research in secure data management is gaining importance, attracting the attention of both the data management and the security research communities. The intere- ing problems range from traditional topics, such as, access control and general database security, via privacy protection to new research directions, such as cryptographically enforced access control.

Developing and Securing the Cloud

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1439862923
Total Pages : 730 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Developing and Securing the Cloud by : Bhavani Thuraisingham

Download or read book Developing and Securing the Cloud written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2013-10-28 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although the use of cloud computing platforms and applications has expanded rapidly, most books on the subject focus on high-level concepts. There has long been a need for a book that provides detailed guidance on how to develop secure clouds. Filling this void, Developing and Securing the Cloud provides a comprehensive overview of cloud computing technology. Supplying step-by-step instruction on how to develop and secure cloud computing platforms and web services, it includes an easy-to-understand, basic-level overview of cloud computing and its supporting technologies. Presenting a framework for secure cloud computing development, the book describes supporting technologies for the cloud such as web services and security. It details the various layers of the cloud computing framework, including the virtual machine monitor and hypervisor, cloud data storage, cloud data management, and virtual network monitor. It also provides several examples of cloud products and prototypes, including private, public, and U.S. government clouds. Reviewing recent developments in cloud computing, the book illustrates the essential concepts, issues, and challenges in developing and securing today’s cloud computing platforms and applications. It also examines prototypes built on experimental cloud computing systems that the author and her team have developed at the University of Texas at Dallas. This diverse reference is suitable for those in industry, government, and academia. Technologists will develop the understanding required to select the appropriate tools for particular cloud applications. Developers will discover alternative designs for cloud development, and managers will understand if it’s best to build their own clouds or contract them out.

Research Directions in Data and Applications Security XVIII

Author : Csilla Farkas
Publisher : Springer Science & Business Media
ISBN 13 : 1402081278
Total Pages : 384 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Research Directions in Data and Applications Security XVIII by : Csilla Farkas

Download or read book Research Directions in Data and Applications Security XVIII written by Csilla Farkas and published by Springer Science & Business Media. This book was released on 2004-07-15 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: As Information Technology becomes a vital part of our everyday activities, ranging from personal use to government and defense applications, the need to develop high-assurance systems increases. Data and applications security and privacy are crucial elements in developing such systems. Research Directions in Data and Applications Security XVIII presents original unpublished research results, practical experiences, and innovative ideas in the field of data and applications security and privacy. Topics presented in this volume include: -Database theory; -Inference control; -Data protection techniques; -Distributed systems; -Access control models; -Security policy; -Design and management; -Privacy; -Network security. This book is the eighteenth volume in the series produced by the International Federation for Information Processing (IFIP) Working Group 11.3 on Data and Applications Security. It contains twenty-three papers and two invited talks that were presented at the Eighteenth Annual IFIP WG 11.3 Conference on Data and Applications Security, which was sponsored by IFIP and held in Sitges, Catalonia, Spain in July 2004. Research Directions in Data and Applications Security XVIII is a high-quality reference volume that addresses several aspects of information protection, and is aimed at researchers, educators, students, and developers.

Inference Control in Statistical Databases

Author : Josep Domingo-Ferrer
Publisher : Springer
ISBN 13 : 9783540436140
Total Pages : 231 pages
Book Rating : 4.4/5 (361 download)

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Book Synopsis Inference Control in Statistical Databases by : Josep Domingo-Ferrer

Download or read book Inference Control in Statistical Databases written by Josep Domingo-Ferrer and published by Springer. This book was released on 2002-04-17 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science. This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies.

Semantic Web Security

Author : Slawomir Grzonkowski
Publisher :
ISBN 13 : 9781471703881
Total Pages : 0 pages
Book Rating : 4.7/5 (38 download)

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Book Synopsis Semantic Web Security by : Slawomir Grzonkowski

Download or read book Semantic Web Security written by Slawomir Grzonkowski and published by . This book was released on 2012-05-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a PhD thesis that was pioneering in several areas of security and privacy for Semantic Web and Linked Data. It shows that using these technologies, as any other Internet technologies, create not only exciting opportunities, but also new threats and risks. Studies presented in this book demonstrate how to mitigate and counter such threats and risks. Slawomir Grzonkowski is a researcher at the Digital Enterprise Research Institute (DERI), Galway, Ireland, where he received his PhD for his work on "A Privacy-enhanced Usage Control Model". He gained his experience while he was working on several research and commercialization projects such as CISCON, SeDiCi, eLITE or Líon. He conducted additional postdoctoral studies within the Semantic Group in CISCO Inc.

Data Provenance

Author : Boris Glavic
Publisher :
ISBN 13 : 9781680838282
Total Pages : 248 pages
Book Rating : 4.8/5 (382 download)

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Book Synopsis Data Provenance by : Boris Glavic

Download or read book Data Provenance written by Boris Glavic and published by . This book was released on 2021-04-26 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a comprehensive introduction to data provenance concepts, algorithms, and methodology developed in the last few decades.

Principles of Data Integration

Author : AnHai Doan
Publisher : Elsevier
ISBN 13 : 0123914795
Total Pages : 522 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Principles of Data Integration by : AnHai Doan

Download or read book Principles of Data Integration written by AnHai Doan and published by Elsevier. This book was released on 2012-06-25 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principles of Data Integration is the first comprehensive textbook of data integration, covering theoretical principles and implementation issues as well as current challenges raised by the semantic web and cloud computing. The book offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand. Readers will also learn how to build their own algorithms and implement their own data integration application. Written by three of the most respected experts in the field, this book provides an extensive introduction to the theory and concepts underlying today's data integration techniques, with detailed, instruction for their application using concrete examples throughout to explain the concepts. This text is an ideal resource for database practitioners in industry, including data warehouse engineers, database system designers, data architects/enterprise architects, database researchers, statisticians, and data analysts; students in data analytics and knowledge discovery; and other data professionals working at the R&D and implementation levels. Offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand Enables you to build your own algorithms and implement your own data integration applications

The Foundations for Provenance on the Web

Author : Luc Moreau
Publisher : Now Publishers Inc
ISBN 13 : 1601983867
Total Pages : 159 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis The Foundations for Provenance on the Web by : Luc Moreau

Download or read book The Foundations for Provenance on the Web written by Luc Moreau and published by Now Publishers Inc. This book was released on 2010-08-26 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provenance, i.e., the origin or source of something, is becoming an important concern, since it offers the means to verify data products, to infer their quality, and to decide whether they can be trusted. For instance, provenance enables the reproducibility of scientific results; provenance is necessary to track attribution and credit in curated databases; and, it is essential for reasoners to make trust judgements about the information they use over the Semantic Web. As the Web allows information sharing, discovery, aggregation, filtering and flow in an unprecedented manner, it also becomes difficult to identify the original source that produced information on the Web. This survey contends that provenance can and should reliably be tracked and exploited on the Web, and investigates the necessary foundations to achieve such a vision.

Semantic Web Programming

Author : John Hebeler
Publisher : John Wiley & Sons
ISBN 13 : 1118080602
Total Pages : 662 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Semantic Web Programming by : John Hebeler

Download or read book Semantic Web Programming written by John Hebeler and published by John Wiley & Sons. This book was released on 2011-02-25 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: The next major advance in the Web-Web 3.0-will be built on semantic Web technologies, which will allow data to be shared and reused across application, enterprise, and community boundaries. Written by a team of highly experienced Web developers, this book explains examines how this powerful new technology can unify and fully leverage the ever-growing data, information, and services that are available on the Internet. Helpful examples demonstrate how to use the semantic Web to solve practical, real-world problems while you take a look at the set of design principles, collaborative working groups, and technologies that form the semantic Web. The companion Web site features full code, as well as a reference section, a FAQ section, a discussion forum, and a semantic blog.