Nadia Fawaz
Nadia Fawaz
Applied Research Scientist, Pinterest
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Privacy against statistical inference
F du Pin Calmon, N Fawaz
2012 50th Annual Allerton Conference on Communication, Control, and …, 2012
2222012
From spectrum pooling to space pooling: Opportunistic interference alignment in MIMO cognitive networks
SM Perlaza, N Fawaz, S Lasaulce, M Debbah
IEEE Transactions on Signal Processing 58 (7), 3728-3741, 2010
2212010
From the information bottleneck to the privacy funnel
A Makhdoumi, S Salamatian, N Fawaz, M Médard
2014 IEEE Information Theory Workshop (ITW 2014), 501-505, 2014
882014
Private decayed predicate sums on streams
J Bolot, N Fawaz, S Muthukrishnan, A Nikolov, N Taft
Proceedings of the 16th International Conference on Database Theory, 284-295, 2013
662013
Asymptotic capacity and optimal precoding in MIMO multi-hop relay networks
N Fawaz, K Zarifi, M Debbah, D Gesbert
IEEE Transactions on Information Theory 57 (4), 2050-2069, 2011
652011
Guess who rated this movie: Identifying users through subspace clustering
A Zhang, N Fawaz, S Ioannidis, A Montanari
arXiv preprint arXiv:1208.1544, 2012
592012
How to Hide the Elephant–or the Donkey–in the Room: Practical Privacy Against Statistical Inference for Large Data
S Salamatian, A Zhang, F du Pin Calmon, S Bhamidipati, N Fawaz, ...
Global Conference on Signal and Information Processing (GlobalSIP), 2013 …, 2013
582013
Privacy-utility tradeoff under statistical uncertainty
A Makhdoumi, N Fawaz
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton …, 2013
502013
When network coding and dirty paper coding meet in a cooperative ad hoc network
N Fawaz, D Gesbert, M Debbah
IEEE Transactions on Wireless Communications 7 (5), 1862-1867, 2008
422008
Managing your private and public data: Bringing down inference attacks against your privacy
S Salamatian, A Zhang, F du Pin Calmon, S Bhamidipati, N Fawaz, ...
IEEE Journal of Selected Topics in Signal Processing 9 (7), 1240-1255, 2015
412015
Managing your Private and Public Data: Bringing down Inference Attacks against your Privacy
A Zhang, B Kveton, F du Pin Calmon, N Fawaz, N Taft, P Oliveira, ...
41*2015
Privacy auctions for recommender systems
P Dandekar, N Fawaz, S Ioannidis
Internet and Network Economics, 309-322, 2012
382012
PRIVACY PROTECTION AGAINST CURIOUS RECOMMENDERS
E Ioannidis, E Weinsberg, S Bhagat, N Fawaz, A Montanari, NA Taft
US Patent 20,150,339,493, 2015
172015
METHOD AND APPARATUS FOR NEARLY OPTIMAL PRIVATE CONVOLUTION
N Fawaz, AT Nikolov
US Patent 20,150,286,827, 2015
172015
Asymptotic capacity and optimal precoding strategy of multi-level precode & forward in correlated channels
N Fawaz, K Zarifi, M Debbah, D Gesbert
Information Theory Workshop, 2008. ITW'08. IEEE, 209-213, 2008
172008
Private decayed sum estimation under continual observation
N Fawaz, AT Nikolov, J Bolot, N Taft
US Patent 9,471,791, 2016
162016
Privacy-Utility Trade-Off for Time-Series with Application to Smart-Meter Data
MA Erdogdu, N Fawaz, A Montanari
Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
162015
Method and apparatus for utility-aware privacy preserving mapping against inference attacks
N Fawaz, AM Kakhaki
US Patent App. 14/912,639, 2013
152013
Method And Apparatus For Privacy-Preserving Data Mapping Under A Privacy-Accuracy Trade-Off
N Fawaz, F du Pin Calmon
US Patent App. 14/420,476, 2013
152013
Privacy tradeoffs in predictive analytics
S Ioannidis, A Montanari, U Weinsberg, S Bhagat, N Fawaz, N Taft
The 2014 ACM international conference on Measurement and modeling of …, 2014
142014
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