Geometry of privacy and utility

2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings

Volumn , Issue , 2013, Pages 281-284

  Lin, Bing Rong ^a   Kifer, Daniel ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

COMMON PROPERTY; DESIGN OF ALGORITHMS; GEOMETRIC CHARACTERISTICS; PRIVACY PRESERVING; STATISTICAL PRIVACY; UTILITY MEASURE;

ALGORITHMS; DATA PROCESSING;

GEOMETRY;

EID: 84897726200     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GlobalSIP.2013.6736870     Document Type: Conference Paper

References (6)

1. C. Dwork, F. McSherry, K. Nissim, and A. Smith, "Calibrating noise to sensitivity in private data analysis. " in TCC, 2006.
2. D. Kifer and A. Machanavajjhala, "A rigorous and customizable framework for privacy," in PODS, 2012.
3. B.-R. Lin and D. Kifer, "Reasoning about privacy using axioms," in Signals, Systems and Computers (ASILOMAR), 2012.
4. K. Nissim, S. Raskhodnikova, and A. Smith, "Smooth sensitivity and sampling in private data analysis," in STOC, 2007.
5. D. Kifer and B.-R. Lin, "An axiomatic view of statistical privacy and utility," J. of Privacy and Confidentiality, vol. 4, no. 1, 2012.
6. B.-R. Lin and D. Kifer, "Information measures in statistical privacy and data processing applications," Penn State University, Tech. Rep., 2013.