Secure Data Provenance And Inference Control With Semantic Web

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1466569433
Total Pages : 482 pages
Book Rating : 4.30/5 ( download)

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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.

Author : Jaime Vaughn
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781984976437
Total Pages : 440 pages
Book Rating : 4.35/5 ( download)

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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.

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1000557510
Total Pages : 430 pages
Book Rating : 4.10/5 ( download)

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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.

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1482243288
Total Pages : 586 pages
Book Rating : 4.84/5 ( download)

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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

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1498705480
Total Pages : 544 pages
Book Rating : 4.86/5 ( download)

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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.

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 142001322X
Total Pages : 434 pages
Book Rating : 4.21/5 ( download)

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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 434 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 informa

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 142007332X
Total Pages : 466 pages
Book Rating : 4.24/5 ( download)

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Download or read book Secure Semantic Service-Oriented Systems written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2010-12-14 with total page 466 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. Reviewi

Author : Ting Yu
Publisher : Springer Science & Business Media
ISBN 13 : 0387276963
Total Pages : 461 pages
Book Rating : 4.60/5 ( download)

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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.

Author : Willem Jonker
Publisher : Springer
ISBN 13 : 354085259X
Total Pages : 239 pages
Book Rating : 4.99/5 ( download)

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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 239 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.

Author : Bhavani Thuraisingham
Publisher : CRC Press
ISBN 13 : 1439862923
Total Pages : 706 pages
Book Rating : 4.26/5 ( download)

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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 706 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 t