Fetching the paper…
Reading the bibliography…
A privacy-constrained information extraction problem is considered where for a pair of correlated discrete random variables $(X,Y)$ governed by a given joint distribution, an agent observes $Y$ and wants to convey to a potentially public user as much information about $Y$ as possible without compromising the amount of information revealed about $X$.
A connection between correlation and contingency
H. O. Hirschfeld · 1935
Earlier work this paper cites.
Das statistische problem der korrelation als variations- und eigenwert-problem und sein zusammenhang mit der ausgleichungsrechnung
H. Gebelein · 1941
Earlier work this paper cites.
An informational measure of correlation
E. H. Linfoot · 1957
Earlier work this paper cites.
On measures of dependence
A. Rényi · 1959
Earlier work this paper cites.
On the dimension and entropy of probability distributions
A. Rényi · 1959
Earlier work this paper cites.
Randomized response: A survey technique for eliminating evasive answer bias
S. L. Warner · 1965
Earlier work this paper cites.
Information-type measures of difference of probability distributions and indirect observation
I. Csiszár · 1967
Earlier work this paper cites.
Source coding with side information and a converse for degraded broadcast channels
R. Ahlswede and J. Körner · 1975
Earlier work this paper cites.
The wire-tap channel
A. D. Wyner · 1975
Earlier work this paper cites.
Spreading of sets in product spaces and hypercontraction of the markov operator
R. Ahlswede and P. Gács · 1976
Earlier work this paper cites.
A source coding problem for sources with additional outputs to keep secret from the receiver or wiretappers
H. Yamamoto · 1983
Earlier work this paper cites.
Probabilistic encryption
S. Goldwasser and S. Micali · 1984
Earlier work this paper cites.
Real and complex analysis
W. Rudin · 1987
Earlier work this paper cites.
Multiterminal source encoding with encoder breakdown
T. Berger and R.W. Yeung · 1989
Earlier work this paper cites.
Extension of an entropy property for binary input memoryless symmetric channels
N. Chayat and S. Shamai · 1989
Earlier work this paper cites.
Gaussian multiterminal source coding
Y. Oohama · 1997
Earlier work this paper cites.
Convex Analysis
R. T. Rockafellar · 1997
Earlier work this paper cites.
The information bottleneck method
N. Tishby, F. C. Pereira, and W. Bialek · 2000
Cited alongside, same era.
Revealing information while preserving privacy
I. Dinur and K. Nissim · 2003
Cited alongside, same era.
The uniform distribution as a universal prior
N. Shulman and M. Feder · 2004
Cited alongside, same era.
Extremes of information combining
I. Sutskover, S. Shamai, and J. Ziv · 2005
Cited alongside, same era.
Elements of Information Theory
T. M. Cover and J. A. Thomas · 2006
Cited alongside, same era.
Calibrating noise to sensitivity in private data analysis
C. Dwork, F. McSherry, K. Nissim, and A. Smith · 2006
Cited alongside, same era.
Information rates subject to state masking
Learning in a large function space: privacy-preserving mechanisms for svm learning
P. B. Rubinstein, L. Bartlett, J. Huang, and N. Taft · 2012
Later among the works it cites.
Bounds on inference
F. P. Calmon, M. Varia, M. Médard, M. M. Christiansen, K. R. Duffy, and S. Tessaro · 2013
Later among the works it cites.
On broadcast channels with binary inputs and symmetric outputs
Y. Geng, C. Nair, S. Shamai, and Z. V. Wang · 2013
Later among the works it cites.
Privacy-utility tradeoff under statistical uncertainty
A. Makhdoumi and N. Fawaz · 2013
Later among the works it cites.
Logarithmic Sobolev inequalities and strong data processing theorems for discrete channels
M. Raginsky · 2013
Later among the works it cites.
Utility-privacy tradeoffs in databases: An information-theoretic approach
L. Sankar, S.R. Rajagopalan, and H.V. Poor · 2013
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
S. Merhav, N.; Shamai · 2007
Cited alongside, same era.
A learning theory approach to non-interactive database privacy
A. Blum, K. Ligett, and A. Roth · 2008
Cited alongside, same era.
Differential privacy: a survey of results
C. Dwork · 2008
Cited alongside, same era.
State mplification
Y. H. Kim, A. Sutivong, and T.M. Cover · 2008
Cited alongside, same era.
On the asymptotic tightness of the Shannon lower bound
T. Linder and R. Zamir · 2008
Cited alongside, same era.
Differential privacy and robust statistics
C. Dwork and J. Lei · 2009
Cited alongside, same era.
Later among the works it cites.
Discriminatory lossy source coding: side information privacy
R. Tandon, L. Sankar, and H.V. Poor · 2013
Later among the works it cites.
V. Anantharam, A. Gohari, S. Kamath, and C. Nair · 2014
Later among the works it cites.
Notes on information-theoretic privacy
S. Asoodeh, F. Alajaji, and T. Linder · 2014
Later among the works it cites.
J. C. Duchi, M. I. Jordan, and M. J. Wainwright · 2014
Later among the works it cites.
Extremal mechanisms for local differential privacy
P. Kairouz, S. Oh, and P. Viswanath · 2014
Later among the works it cites.
From the information bottleneck to the privacy funnel
A. Makhdoumi, S. Salamatian, N. Fawaz, and M. Médard · 2014
Later among the works it cites.
Information Theory for Single User Systems, Part I
F. Alajaji and P. N. Chen · 2015
Closest in time.
Lossless secure source coding, yamamoto’s setting
S. Asoodeh, F. Alajaji, and T. Linder · 2015
Closest in time.
On maximal correlation, mutual information and data privacy
S. Asoodeh, F. Alajaji, and T. Linder · 2015
Closest in time.
Fundamental limits of perfect privacy
F. P. Calmon, A. Makhdoumi, and M. Médard · 2015
Closest in time.
C. T. Li and A. El Gamal · 2015
Closest in time.