Privacy Preservation Of Genomic And Medical Data

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Privacy Preservation of Genomic and Medical Data

Author : Amit Kumar Tyagi
Publisher : John Wiley & Sons
ISBN 13 : 1394212623
Total Pages : 564 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Privacy Preservation of Genomic and Medical Data by : Amit Kumar Tyagi

Download or read book Privacy Preservation of Genomic and Medical Data written by Amit Kumar Tyagi and published by John Wiley & Sons. This book was released on 2024-01-04 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: PRIVACY PRESERVATION of GENOMIC and MEDICAL DATA Discusses topics concerning the privacy preservation of genomic data in the digital era, including data security, data standards, and privacy laws so that researchers in biomedical informatics, computer privacy and ELSI can assess the latest advances in privacy-preserving techniques for the protection of human genomic data. Privacy Preservation of Genomic and Medical Data focuses on genomic data sources, analytical tools, and the importance of privacy preservation. Topics discussed include tensor flow and Bio-Weka, privacy laws, HIPAA, and other emerging technologies like Internet of Things, IoT-based cloud environments, cloud computing, edge computing, and blockchain technology for smart applications. The book starts with an introduction to genomes, genomics, genetics, transcriptomes, proteomes, and other basic concepts of modern molecular biology. DNA sequencing methodology, DNA-binding proteins, and other related terms concerning genomes and genetics, and the privacy issues are discussed in detail. The book also focuses on genomic data sources, analyzing tools, and the importance of privacy preservation. It concludes with future predictions for genomic and genomic privacy, emerging technologies, and applications. Audience Researchers in information technology, data mining, health informatics and health technologies, clinical informatics, bioinformatics, security and privacy in healthcare, as well as health policy developers in public and private health departments and public health.

Privacy Preservation of Genomic and Medical Data

Author : Amit Kumar Tyagi
Publisher : John Wiley & Sons
ISBN 13 : 1394213700
Total Pages : 432 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Privacy Preservation of Genomic and Medical Data by : Amit Kumar Tyagi

Download or read book Privacy Preservation of Genomic and Medical Data written by Amit Kumar Tyagi and published by John Wiley & Sons. This book was released on 2023-11-16 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: PRIVACY PRESERVATION of GENOMIC and MEDICAL DATA Discusses topics concerning the privacy preservation of genomic data in the digital era, including data security, data standards, and privacy laws so that researchers in biomedical informatics, computer privacy and ELSI can assess the latest advances in privacy-preserving techniques for the protection of human genomic data. Privacy Preservation of Genomic and Medical Data focuses on genomic data sources, analytical tools, and the importance of privacy preservation. Topics discussed include tensor flow and Bio-Weka, privacy laws, HIPAA, and other emerging technologies like Internet of Things, IoT-based cloud environments, cloud computing, edge computing, and blockchain technology for smart applications. The book starts with an introduction to genomes, genomics, genetics, transcriptomes, proteomes, and other basic concepts of modern molecular biology. DNA sequencing methodology, DNA-binding proteins, and other related terms concerning genomes and genetics, and the privacy issues are discussed in detail. The book also focuses on genomic data sources, analyzing tools, and the importance of privacy preservation. It concludes with future predictions for genomic and genomic privacy, emerging technologies, and applications. Audience Researchers in information technology, data mining, health informatics and health technologies, clinical informatics, bioinformatics, security and privacy in healthcare, as well as health policy developers in public and private health departments and public health.

Medical Data Privacy Handbook

Author : Aris Gkoulalas-Divanis
Publisher : Springer
ISBN 13 : 3319236334
Total Pages : 832 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Medical Data Privacy Handbook by : Aris Gkoulalas-Divanis

Download or read book Medical Data Privacy Handbook written by Aris Gkoulalas-Divanis and published by Springer. This book was released on 2015-11-26 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook covers Electronic Medical Record (EMR) systems, which enable the storage, management, and sharing of massive amounts of demographic, diagnosis, medication, and genomic information. It presents privacy-preserving methods for medical data, ranging from laboratory test results to doctors’ comments. The reuse of EMR data can greatly benefit medical science and practice, but must be performed in a privacy-preserving way according to data sharing policies and regulations. Written by world-renowned leaders in this field, each chapter offers a survey of a research direction or a solution to problems in established and emerging research areas. The authors explore scenarios and techniques for facilitating the anonymization of different types of medical data, as well as various data mining tasks. Other chapters present methods for emerging data privacy applications and medical text de-identification, including detailed surveys of deployed systems. A part of the book is devoted to legislative and policy issues, reporting on the US and EU privacy legislation and the cost of privacy breaches in the healthcare domain. This reference is intended for professionals, researchers and advanced-level students interested in safeguarding medical data.

Privacy, Confidentiality, and Health Research

Author : William W. Lowrance
Publisher : Cambridge University Press
ISBN 13 : 1139510827
Total Pages : 203 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Privacy, Confidentiality, and Health Research by : William W. Lowrance

Download or read book Privacy, Confidentiality, and Health Research written by William W. Lowrance and published by Cambridge University Press. This book was released on 2012-06-21 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: The potential of the e-health revolution, increased data sharing, database linking, biobanks and new techniques such as geolocation and genomics to advance human health is immense. For the full potential to be realized, though, privacy and confidentiality will have to be dealt with carefully. Problematically, many conventional approaches to such pivotal matters as consent, identifiability, and safeguarding and security are inadequate. In many places, research is impeded by an overgrown thicket of laws, regulations, guidance and governance. The challenges are being heightened by the increasing use of biospecimens, and by the globalization of research in a world that has not globalized privacy protection. Drawing on examples from many developed countries and legal jurisdictions, the book critiques the issues, summarizes various ethics, policy, and legal positions (and revisions underway), describes innovative solutions, provides extensive references and suggests ways forward.

Protecting Data Privacy in Health Services Research

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309071879
Total Pages : 208 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Protecting Data Privacy in Health Services Research by : Institute of Medicine

Download or read book Protecting Data Privacy in Health Services Research written by Institute of Medicine and published by National Academies Press. This book was released on 2001-01-13 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for quality improvement and for cost saving are driving both individual choices and health system dynamics. The health services research that we need to support informed choices depends on access to data, but at the same time, individual privacy and patient-health care provider confidentiality must be protected.

Responsible Genomic Data Sharing

Author : Xiaoqian Jiang
Publisher : Academic Press
ISBN 13 : 0128163399
Total Pages : 212 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Responsible Genomic Data Sharing by : Xiaoqian Jiang

Download or read book Responsible Genomic Data Sharing written by Xiaoqian Jiang and published by Academic Press. This book was released on 2020-03-14 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Responsible Genomic Data Sharing: Challenges and Approaches brings together international experts in genomics research, bioinformatics and digital security who analyze common challenges in genomic data sharing, privacy preserving technologies, and best practices for large-scale genomic data sharing. Practical case studies, including the Global Alliance for Genomics and Health, the Beacon Network, and the Matchmaker Exchange, are discussed in-depth, illuminating pathways forward for new genomic data sharing efforts across research and clinical practice, industry and academia. Addresses privacy preserving technologies and how they can be applied to enable responsible genomic data sharing Employs illustrative case studies and analyzes emerging genomic data sharing efforts, common challenges and lessons learned Features chapter contributions from international experts in responsible approaches to genomic data sharing

Data Protection and Privacy in Healthcare

Author : Ahmed Elngar
Publisher : CRC Press
ISBN 13 : 1000349314
Total Pages : 269 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Data Protection and Privacy in Healthcare by : Ahmed Elngar

Download or read book Data Protection and Privacy in Healthcare written by Ahmed Elngar and published by CRC Press. This book was released on 2021-03-09 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Healthcare industry is one of the largest and rapidly developing industries. Over the last few years, healthcare management is changing from disease centered to patient centered. While on one side the analysis of healthcare data plays an important role in healthcare management, but on the other side the privacy of a patient’s record must be of equal concern. This book uses a research-oriented approach and focuses on privacy-based healthcare tools and technologies. It offers details on privacy laws with real-life case studies and examples, and addresses privacy issues in newer technologies such as Cloud, Big Data, and IoT. It discusses the e-health system and preserving its privacy, and the use of wearable technologies for patient monitoring, data streaming and sharing, and use of data analysis to provide various health services. This book is written for research scholars, academicians working in healthcare and data privacy domains, as well as researchers involved with healthcare law, and those working at facilities in security and privacy domains. Students and industry professionals, as well as medical practitioners might also find this book of interest.

Anonymization of Electronic Medical Records to Support Clinical Analysis

Author : Aris Gkoulalas-Divanis
Publisher : Springer Science & Business Media
ISBN 13 : 1461456681
Total Pages : 87 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Anonymization of Electronic Medical Records to Support Clinical Analysis by : Aris Gkoulalas-Divanis

Download or read book Anonymization of Electronic Medical Records to Support Clinical Analysis written by Aris Gkoulalas-Divanis and published by Springer Science & Business Media. This book was released on 2012-10-13 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anonymization of Electronic Medical Records to Support Clinical Analysis closely examines the privacy threats that may arise from medical data sharing, and surveys the state-of-the-art methods developed to safeguard data against these threats. To motivate the need for computational methods, the book first explores the main challenges facing the privacy-protection of medical data using the existing policies, practices and regulations. Then, it takes an in-depth look at the popular computational privacy-preserving methods that have been developed for demographic, clinical and genomic data sharing, and closely analyzes the privacy principles behind these methods, as well as the optimization and algorithmic strategies that they employ. Finally, through a series of in-depth case studies that highlight data from the US Census as well as the Vanderbilt University Medical Center, the book outlines a new, innovative class of privacy-preserving methods designed to ensure the integrity of transferred medical data for subsequent analysis, such as discovering or validating associations between clinical and genomic information. Anonymization of Electronic Medical Records to Support Clinical Analysis is intended for professionals as a reference guide for safeguarding the privacy and data integrity of sensitive medical records. Academics and other research scientists will also find the book invaluable.

Genomic Data Sharing

Author : Jennifer B. Mccormick
Publisher : Academic Press
ISBN 13 : 0128198044
Total Pages : 232 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Genomic Data Sharing by : Jennifer B. Mccormick

Download or read book Genomic Data Sharing written by Jennifer B. Mccormick and published by Academic Press. This book was released on 2022-11-29 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic Data Sharing: Case Studies, Challenges, and Opportunities for Precision Medicine provides a comprehensive overview of current and emerging issues in genomic data sharing. In this book, international leaders in genomic data examine these issues in-depth, offering practical case studies that highlight key successes, challenges and opportunities. Sections discuss the eMERGE Network, Undiagnosed Disease Network, Vanderbilt Biobank, Marshfield Clinic Biobank, Minnesota Authorization, Rochester Epidemiology Project, NIH sponsored biobanks, GINA, and Global Alliance for Genomics and Health (GA4GH). In addition to these perspectives from the frontlines, the book also provides succinct overviews of ethical, legal, social and IT challenges. Clinician investigators, clinicians affiliated with academic medical centers, policymakers and regulators will also gain insights that will allow them to navigate the increasingly complex ethical, social and clinical landscape of genomic data sharing. Covers both technical and ELSI (ethical, legal, and social implications) perspectives on genomic data sharing Includes applied case studies of existing genomic data sharing consortia, including the eMERGE Network, Undiagnosed Disease Network, and the Global Alliance for Genomics and Health (GA4GH), among others Features chapter contributions from international leaders in genomic data sharing

Future Internet Technologies and Trends

Author : Zuber Patel
Publisher : Springer
ISBN 13 : 3319737120
Total Pages : 275 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Future Internet Technologies and Trends by : Zuber Patel

Download or read book Future Internet Technologies and Trends written by Zuber Patel and published by Springer. This book was released on 2018-01-19 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Future Internet Technologies and Trends, ICFITT 2017, held in Surat, India, August 31 – September 2, 2017. The 28 full papers were selected from 66 submissions and present next generation requirements for extremely high speed data communications, IoT, security, broadband technology, cognitive radio, vehicular technology, gigabit wireless networks, data management and big data

Genetic Secrets

Author : Mark A. Rothstein
Publisher : Yale University Press
ISBN 13 : 9780300080636
Total Pages : 532 pages
Book Rating : 4.0/5 (86 download)

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Book Synopsis Genetic Secrets by : Mark A. Rothstein

Download or read book Genetic Secrets written by Mark A. Rothstein and published by Yale University Press. This book was released on 1997-01-01 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dramatic explosion of information brought about by recent advances in genetic research brings welcome scientific knowledge. Yet this new knowledge also raises complex and troubling issues concerning privacy and confidentiality. This thought-provoking book is the first comprehensive exploration of these ethical, legal, and social issues. Distinguished experts in law, medicine, bioethics, public health, science policy, clinical genetics, philosophy, and other fields consider the many contexts in which issues of genetic privacy arise--from research and clinical settings to workplaces, insurance offices, schools, and the courts. The first chapters of this book set out a framework for analyzing genetic privacy and confidentiality, comparing genetic privacy with other forms of medical privacy. Later chapters deal with such topics as concerns that arise in the health care setting (the patient-physician relationship, genetic counseling and privacy); the effect of new technology (the role of commercial genomics, forensic DNA applications); nonmedical uses of genetic information (the law of medical and genetic privacy in the workplace, implications of genetic testing for health and life insurance); and a review of ethics and law in the United States and abroad. In the concluding chapter, Mark A. Rothstein discusses flaws in existing and proposed legislation designed to protect genetic privacy and confidentiality, and he offers a new set of guidelines for policy makers.

Privacy, Confidentiality and Discrimination in Genetics

Author : United States. Congress. House. Committee on Commerce. Task Force on Health Records and Genetic Privacy
Publisher :
ISBN 13 :
Total Pages : 116 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Privacy, Confidentiality and Discrimination in Genetics by : United States. Congress. House. Committee on Commerce. Task Force on Health Records and Genetic Privacy

Download or read book Privacy, Confidentiality and Discrimination in Genetics written by United States. Congress. House. Committee on Commerce. Task Force on Health Records and Genetic Privacy and published by . This book was released on 1998 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning and Cryptographic Solutions for Data Protection and Network Security

Author : Ruth, J. Anitha
Publisher : IGI Global
ISBN 13 :
Total Pages : 557 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Machine Learning and Cryptographic Solutions for Data Protection and Network Security by : Ruth, J. Anitha

Download or read book Machine Learning and Cryptographic Solutions for Data Protection and Network Security written by Ruth, J. Anitha and published by IGI Global. This book was released on 2024-05-31 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the relentless battle against escalating cyber threats, data security faces a critical challenge the need for innovative solutions to fortify encryption and decryption processes. The increasing frequency and complexity of cyber-attacks demand a dynamic approach, and this is where the intersection of cryptography and machine learning emerges as a powerful ally. As hackers become more adept at exploiting vulnerabilities, the book stands as a beacon of insight, addressing the urgent need to leverage machine learning techniques in cryptography. Machine Learning and Cryptographic Solutions for Data Protection and Network Security unveil the intricate relationship between data security and machine learning and provide a roadmap for implementing these cutting-edge techniques in the field. The book equips specialists, academics, and students in cryptography, machine learning, and network security with the tools to enhance encryption and decryption procedures by offering theoretical frameworks and the latest empirical research findings. Its pages unfold a narrative of collaboration and cross-pollination of ideas, showcasing how machine learning can be harnessed to sift through vast datasets, identify network weak points, and predict future cyber threats.

Protecting Genetic Privacy in Biobanking through Data Protection Law

Author : Dara Hallinan
Publisher : Oxford University Press
ISBN 13 : 0192650394
Total Pages : 305 pages
Book Rating : 4.1/5 (926 download)

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Book Synopsis Protecting Genetic Privacy in Biobanking through Data Protection Law by : Dara Hallinan

Download or read book Protecting Genetic Privacy in Biobanking through Data Protection Law written by Dara Hallinan and published by Oxford University Press. This book was released on 2021-03-11 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biobanks are critical infrastructure for medical research but they are also the subject of considerable ethical and legal uncertainty. Given that biobanks process large quantities of genomic data, questions have emerged as to how genetic privacy should be protected. What types of genetic privacy rights and rights holders should be protected and to what extent? Since 25th May 2018 the General Data Protection Regulation (GDPR) has applied and now occupies a key position in the European legal framework for the regulation of biobanking. This book takes an in-depth look at the function, problems, and opportunities presented by European data protection law under the GDPR as a framework for the protection of genetic privacy in biobanking in Europe. Hallinan argues that the substantive framework presented by the GDPR already offers an admirable base-line level of protection for the range of genetic privacy rights engaged by biobanking. The book further argues that, whilst numerous problems with this standard of protection are indeed identifiable, the GDPR offers the flexibility to accommodate solutions to these problems, as well as the procedural mechanisms to realise these solutions.

Genetic Privacy: An Evaluation Of The Ethical And Legal Landscape

Author : Terry Sheung-hung Kaan
Publisher : World Scientific
ISBN 13 : 1783263075
Total Pages : 412 pages
Book Rating : 4.7/5 (832 download)

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Book Synopsis Genetic Privacy: An Evaluation Of The Ethical And Legal Landscape by : Terry Sheung-hung Kaan

Download or read book Genetic Privacy: An Evaluation Of The Ethical And Legal Landscape written by Terry Sheung-hung Kaan and published by World Scientific. This book was released on 2013-07-04 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Privacy is an unwieldy concept that has eluded an essentialised definition despite its centrality and importance in the body of bioethics. The compilation presented in this volume represents continuing discussions on the theme of privacy in the context of genetic information. It is intended to present a wide range of expert opinion in which the notion of privacy is examined from many perspectives, in different contexts and imperatives, and in different societies, with the hope of advancing an understanding of privacy through the examination and critique of some of its evolving component concepts such as notions of what constitute the personal, the context of privacy, the significance and impact of the relational interests of others who may share the same genetic inheritance, and mechanisms for the protection of privacy (as well as of their limitations), among others. More specifically, the discussions in this volume encourages us to think broadly about privacy, as encompassing values that are entailed in the sociality of context and of relations, and also as freedom from illegitimate and excessive surveillance. A long-standing question that continues to challenge us is whether genetic information should be regarded as exceptional, as it is often perceived. A conclusion that could be derived from this volume is that while genetic information may be significant, it is not exceptionally so. The work presented in this volume underlines the continuing and growing relevance of notions of privacy to genomic science, and the need to take ownership of a genetic privacy for the future through broad, rigorous and open discussion.Contributors: Alastair V Campbell, Benjamin Capps, Jacqueline JL Chin, Oi Lian Kon, Kenji Matsui, Thomas H Murray, Nazirudin Mohd Nasir, Dianne Nicol, Anh Tuan Nuyen, Onora O'Neill, Margaret Otlowski, Yvette van der Eijk, Chunshui Wang, Ross S White.

Privacy-Preserving Data Mining

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
ISBN 13 : 0387709924
Total Pages : 524 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Privacy-Preserving Data Mining by : Charu C. Aggarwal

Download or read book Privacy-Preserving Data Mining written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2008-06-10 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in hardware technology have increased the capability to store and record personal data. This has caused concerns that personal data may be abused. This book proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. This edited volume contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future research directions of a particular topic in privacy. The book is designed for researchers, professors, and advanced-level students in computer science, but is also suitable for practitioners in industry.

Advances in Cryptology – EUROCRYPT 2010

Author : Henri Gilbert
Publisher : Springer
ISBN 13 : 3642131905
Total Pages : 706 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Cryptology – EUROCRYPT 2010 by : Henri Gilbert

Download or read book Advances in Cryptology – EUROCRYPT 2010 written by Henri Gilbert and published by Springer. This book was released on 2010-05-29 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: These are the proceedings of Eurocrypt 2010, the 29th in the series of Eu- pean conferences on the Theory and Application of Cryptographic Techniques. The conference was sponsored by the International Association for Cryptologic Research and held on the French Riviera, May 30–June 3, 2010. A total of 191 papers were received of which 188 were retained as valid submissions. These were each assigned to at least three Program Committee members and a total of 606 review reports were produced. The printed record of the reviews and extensive online discussions that followed would be almost as voluminous as these proceedings. In the end 35 submissions were accepted with twosubmissionpairsbeingmergedtogive33paperspresentedattheconference. The ?nal papers in these proceedings were not subject to a second review before publication and the authors are responsible for their contents. The ProgramCommittee, listed on the next page, deservesparticular thanks for all their hard work, their outstanding expertise, and their constant c- mitment to all aspects of the evaluation process. These thanks are of course extended to the very many external reviewers who took the time to help out during the evaluation process.It was also a greatpleasure to honor and welcome Moti Yung who gave the 2010 IACR Distinguished Lecture.