Nadia Fawaz - Principal Scientist

Nadia Fawaz

Principal Scientist

Location:Los Altos

Laboratory:Personalization Lab

Short Bio:

Nadia Fawaz received the Diplôme d’ingénieur (M.Sc.) in 2005 and the Ph.D. degree in 2008, both in electrical engineering, from École Nationale Supérieure des Télécommunications de Paris (ENST) and EURECOM, France.

From 2009 to 2011, she was a postdoctoral researcher in the Research Laboratory of Electronics (RLE) at the Massachusetts Institute of Technology (MIT), Cambridge. Her current research interests include information theory and random matrix theory, applied to data privacy and monetization, and wireless communications.

Latest publications

Article

PriView: Personalized media consumption meets privacy against inference attacks

Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Amy Zhang

IEEE Software
June 30, 2015

Privacy-utility trade-off under continual observation

Murat Erdogdu, Nadia Fawaz

ISIT 2015
June 14, 2015

Managing your private and public data: Bringing down inference attacks against your privacy

Salman Salamatian, Amy Zhang, Flávio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft

IEEE Journal of Selected Topics in Signal Processing
June 05, 2015

Privacy-utility trade-off for time-series with application to smart-meter data

Murat Erdogdu, Nadia Fawaz, Andrea Montanari

Workshop on Computational Sustainability
January 25, 2015

Privacy Tradeoffs in Predictive Analytics

Stratis Ioannidis, Andrea Montanari, Udi Weinsberg, Smriti Bhagat, Nadia Fawaz, Nina Taft

International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS)
June 24, 2014

PriView: Media Consumption and Recommendation Meet Privacy Against Inference Attacks

Amy Zhang, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton

W2SP 2014
May 18, 2014

Privacy Auctions for Recommender Systems

Pranav Dandekar, Nadia Fawaz, Stratis Ioannidis.

ACM Transactions on Economics and Computation (TEAC)
March 26, 2014

How to Hide the Elephant– or the Donkey– in the Room: Practical Privacy Against Statistical Inference for Large Data

Salman Salamatian, Amy Zhang, Flavio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft

IEEE Global Conference on Signal and Information Processing (GlobalSIP)
December 05, 2013

Privacy-Utility Trade-Off under Statistical Uncertainty

Ali Makhdoumi, Nadia Fawaz

ALLERTON 2013
October 02, 2013

Nearly Optimal Private Convolution

Nadia Fawaz, S. Muthukrishnan, Aleksandar Nikolov

European Symposium on Algorithms, ESA 2013
September 02, 2013

Privacy Auctions for Recommender Systems

Pranav Dandekar, Nadia Fawaz, Stratis Ioannidis

WINE 2012
December 09, 2012

Privacy against Statistical Inference

Flavio du Pin Calmon, Nadia Fawaz

ALLERTON 2012
October 01, 2012

Guess Who Rated This Movie: Identifying Users Through Subspace Clustering

Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari

UAI 2012
August 15, 2012

Reducibility of joint relay positioning and flow optimization problem

Mohit Thakur, Nadia Fawaz, Muriel Medard

ISIT 2012
July 01, 2012

Identifying Users From Their Rating Patterns

José Bento, Nadia Fawaz, Andrea Montanari, Stratis Ioannidis

CAMRa 2011
October 27, 2011

Asymptotic Capacity and Optimal Precoding in MIMO Multi-Hop Relay Networks

Nadia Fawaz, Keyvan Zarifi, Mérouane Debbah, David Gesbert

IEEE Trans. on Information Theory
April 01, 2011

On Wireless Networks in the Wideband Regime

Nadia Fawaz, Mohit Thakur, Muriel Médard

ITA 2011
February 06, 2011

Paper

Privacy-utility tradeoffs for time-series

Nadia Fawaz, Murat Erdogdu

ITA 2015
February 01, 2015

SSPM: Sparse Privacy Preserving Mappings

Salman Salamatian, Nadia Fawaz, Branislav Kveton, Nina Taft

UAI
July 23, 2014

From Differential Privacy to Divergence Privacy

Nadia Fawaz, Flavio du Pin Calmon, Ali Makhdoumi, Salman Salamatian

ITA 2014
February 14, 2014

Private linear maps under decaying privacy

Nadia Fawaz, Muthu Muthukrishnan, Aleksandar Nikolov

Information Theory and Applications Workshop (ITA)
February 15, 2012

A converse for the wideband relay channel with Physically Degraded Broadcast

Nadia Fawaz,  Muriel Médard

ITW 2011
October 17, 2011