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PRIVACY IN NETWORK TRACES Ilya Mironov Microsoft Research (Silicon Valley Campus)
Anonymity vs Privacy Anonymity = identity protection Privacy – much, much more Everyone of you has watched Titanic!
Personally Identifiable Information -Golden Standard of privacy reviews - Language of many laws (e.g., HIPAA)
Personally Identifiable Information PII =
Everything is PII [Narayanan & Shmatikov, Oakland 2008]
Sanitization Safe to release - Inadequate privacy - Loss of utility [Dinur & Nissim, PODS 2003]
Our vision: Differential privacy q q r r'r' - Interactive access - Precise and general guarantees - Randomized responses [Dwork, ICALP 2006]
Privacy budget q r q r'r' privacy
PINQ LINQ: C#-based data access language PINQ: LINQ with privacy guarantees Population density: [McSherry, 2008]
More information Microsoft Research (Silicon Valley Campus) project:
The Legal Foundation TRICARE Management Activity HEALTH AFFAIRS 2009 Data Protection Seminar TMA Privacy Office.
Nocturnal: Automated Messenger-based Information Sharing and Collaboration Coby Fernandess (Intern) the Hebrew University Dahlia Malkhi, Udi Wieder, Lidong.
Computational Complexity & Differential Privacy Salil Vadhan Harvard University Joint works with Cynthia Dwork, Kunal Talwar, Andrew McGregor, Ilya Mironov,
Background Personal information is individual & precious to each one of us – its vital that we treat it properly. There is a long-standing and healthy.
Reputation in Privacy Enhancing Technologies Paul Syverson Naval Research Laboratory URL: joint work.
Thomas Myrup Kristensen EU Internet Policy Director Microsoft Corporation
Security, Privacy, and Ethics Marsha Woodbury, Ph.D. University of Illinois, Urbana-Champaign
Subpoenas Regulations and Law Internal Policy.
Continuing Care Retirement Communities & CARF-CCAC Accreditation.
Nationwide and Regional Health Information Networks and Federated Identity for Authentication and HIPAA Compliance Christina Stephan, MD Co-Chair Liberty.
Lessons for Biometrics from SSNs & Identity Fraud Peter P. Swire Ohio State University National Academy of Sciences March 15, 2005.
2007 APTEC, LLC Confidential Unleashing Directory-Powered Business SM Campus Security and Identity Management in a Banner World Aaron Perry November 23,
Conducting the Community Analysis. What is a Community Analysis? Includes market research and broader analysis of community assets and challenges
Workshop on Online Social Networks Microsoft Research Cambridge December 7, 2007.
Dr. Nicholas Shaw IEEE Senior Member EDS, an HP Company Privacy Enhancing Technologies (PET)
Partnership for Accessible Reading Assessment Partnership for Accessible Reading Assessment (PARA) Research Martha Thurlow National Center on Educational.
Databanks and biobanks created through health research: Should their content be anonymized? A reflection… Emmanuelle Lévesque, LL.M., lawyer Research Associate,
The University of Gloucestershires SLAP Project: Implications for Student Retention Stuart McQuaid & Carol Kear.
CLOSENESS: A NEW PRIVACY MEASURE FOR DATA PUBLISHING.
Copyright © eHealth Initiative, 2006 Physicians and Health Information Exchange (HIE) The Doctor-Patient Relationship Privacy and Information Sharing.
Privacy-preserving Data Mining for the Internet of Things: State of the Art Yee Wei Law ( ) wsnlabs.com.
NIGB NATIONAL INFORMATION GOVERNANCE BOARD Harry Cayton, Chair, National Information Governance Board.
Background/ History of IM Describe Research Determining Criteria Recommendation.
Work and play: Disease spread, social behaviour and data collection in schools Dr Jenny Gage, Dr Andrew Conlan, Dr Ken Eames.
© 1998 CSC. All rights reserved. 1 CSC Danmark International Operations Computer Sciences Corporation IOPNTS IOPNTS Overview of Telematic Systems October.
1 of 2 This document is for informational purposes only. MICROSOFT MAKES NO WARRANTIES, EXPRESS OR IMPLIED, IN THIS DOCUMENT. © 2006 Microsoft Corporation.
Statistical disclosure limitation: Balancing data confidentiality and data access.
Privacy Impact Assessment Future Directions TRICARE Management Activity HEALTH AFFAIRS 2009 Data Protection Seminar TMA Privacy Office.
Technology-Rich Learning Spaces: A Virtual Tour Joan K. Lippincott Associate Executive Director Coalition for Networked Information Jeanne L. Narum Director.
What Is the Role for Analyses of Administrative Data in Assessing Drug Safety in Post-Market Commitment (PMC) Studies? Cathy W. Critchlow, PhD Global Epidemiology,
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