Nadia FAWAZ

Publications

• Journal papers
  
• Conference papers
  
• Other publications
  

Journal Papers

• "Managing your Private and Public Data: Bringing down Inference Attacks against your Privacy",
  Salman Salamatian, Amy Zhang, Flavio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft, in IEEE Journal of Selected Topics in Signal Processing (JSTSP), Special Issue on Signal and Information Processing for Privacy , October 2015
  
  
• "PriView: Personalized Media Consumption Meets Privacy Against Inference Attacks",
  Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Amy Zhang, in IEEE Software, Special Issue on Security and Privacy on the Web, July 2015
  
  
• "Privacy Auctions for Recommender Systems",
  Pranav Dandekar, Nadia Fawaz, Stratis Ioannidis, in ACM Transactions on Economics and Computation, vol. 2, no. 3, July 2014
  
  
• "Asymptotic Capacity and Optimal Precoding in MIMO Multi-Hop Relay Networks",
  Nadia Fawaz, Keyvan Zarifi, Merouane Debbah, David Gesbert, in IEEE Transactions on Information Theory, vol. 57, no. 4, pages 2050 -- 2069, April 2011
  
  
• "From Spectrum Pooling to Space Pooling: Opportunistic Interference Alignment in MIMO Cognitive Networks",
  S. M. Perlaza, N. Fawaz, S. Lasaulce, M. Debbah, in IEEE Transactions on Signal Processing, vol. 58, no. 7, pages 3728 -- 3741, July 2010
  
  
• "When Network Coding and Dirty Paper Coding Meet in a Cooperative Ad Hoc Network",
  N. Fawaz, D. Gesbert, M. Debbah, in IEEE Transactions on Wireless Communications, vol. 7, no. 5, pages 1862 -- 1867, May 2008
  
  

Conference Papers

• "Privacy-Utility Trade-off under Continual Observation",
  Murat Erdogdu, Nadia Fawaz, In Proc. of the IEEE International Symposium on Information Theory, ISIT 2015, June 14-19th 2015, Hong Kong
  
  
• "Privacy-Utility Tradeoffs for Time-Series",
  Nadia Fawaz, Murat Erdogdu, Invited at Information Theory and Applications Workshop, ITA 2015, February 1st-6th 2015, La Jolla, CA, USA
  
  
• "Privacy-Utility Trade-Off for Time-Series with Application to Smart-Meter Data",
  Murat Erdogdu, Nadia Fawaz, Andrea Montanari, In Proc. of the AAAI Conference on Artificial Intelligence, Workshop on Computational Sustainability, AAAI 2015 Workshop, January 26th 2015, Austin, TX, USA
  
  
• "Sequential Relevance Maximization with Binary Feedback",
  Vijay Kamble, Nadia Fawaz, Fernando Silveira, In Proc. of the Neural Information Processing Systems, Workshop on Personalization: Methods and Applications, NIPS 2014 Workshop, December 12th 2014, Montreal, Canada
  
  
• "From the Information Bottleneck to the Privacy Funnel",
  Ali Makhdoumi, Salman Salamatian, Nadia Fawaz, Muriel Médard, In Proc. of the IEEE Information Theory Workshop, ITW 2014, November 2nd-5th 2014, Hobart, Australia
  
  
• "SSPM: Sparse Privacy Preserving Mappings",
  Salman Salamatian, Nadia Fawaz, Branislav Kveton, Nina Taft, In Proc. of the Conference on Uncertainty in Artificial Intelligence, UAI 2014, July 23rd-27th 2014, Quebec City, Canada
  
  
• "Privacy Tradeoffs in Predictive Analytics",
  Stratis Ioannidis, Andrea Montanari, Udi Weinsberg, Smriti Bhagat, Nadia Fawaz, Nina Taft, In Proc. of the ACM International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS 2014, June 16-20th 2014, Austin, TX, USA
  
  
• "PriView: Media Consumption and Recommendation Meet Privacy Against Inference Attacks",
  Amy Zhang, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, In Proc. of the IEEE Web 2.0 Security and Privacy Workshop, W2SP 2014, May 18th 2014, San Jose, CA, USA
  
  
• "From Differential Privacy to Divergence Privacy",
  Nadia Fawaz, Flavio du Pin Calmon, Ali Makhdoumi, Salman Salamatian, Invited at Information Theory and Applications Workshop, ITA 2014, February 9-14th 2014, San Diego, CA, USA
  
  
• "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, In Proc. of the IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013, December 3rd-5th 2013, Austin, TX, USA
  
  
• "Privacy-Utility Trade-Off under Statistical Uncertainty",
  Ali Makhdoumi, Nadia Fawaz, In Proc. of the Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013, October 2nd-4th 2013, Monticello, IL, USA
  
  
• "Nearly Optimal Private Convolution",
  Nadia Fawaz, Muthu Muthukrishnan, Aleksandar Nikolov, In Proc. of the European Symposium on Algorithms, ESA 2013, September 2nd-4th 2013, Sophia Antipolis, France
  
  
• "Private Predicate Sums on Decayed Stream",
  Jean Bolot, Nadia Fawaz, Muthu Muthukrishnan, Aleksandar Nikolov, Nina Taft, In Proc. of the International Conference on Database Theory, ICDT 2013, March 18-22th 2013, Genoa, Italy
  
  
• "Privacy Auctions for Recommender Systems",
  Pranav Dandekar, Nadia Fawaz, Stratis Ioannidis, In Proc. of the Conference on Web and Internet Economics, WINE 2012, December 9-12th 2012, Liverpool, UK
  
  
• "Privacy against Statistical Inference",
  Flavio du Pin Calmon, Nadia Fawaz, In Proc. of the Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012, October 1st-5th 2012, Monticello, IL, USA
  
  
• "Guess Who Rated This Movie: Identifying Users Through Subspace Clustering",
  Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari, In Proc. of the Conference on Uncertainty in Artificial Intelligence, UAI 2012, August 15-17th 2012, Catalina Island, CA, USA
  
  
• "Reducibility of Joint Relay Positioning and Flow Optimization Problem",
  Mohit Thakur, Nadia Fawaz, Muriel Médard, In Proc. of the IEEE International Symposium on Information Theory, ISIT 2012, July 1st-6th 2012, Cambridge, MA, USA
  
  
• "Private Linear Maps under Decaying Privacy",
  Nadia Fawaz, Muthu Muthukrishnan, Aleksandar Nikolov, Invited at Information Theory and Applications Workshop, ITA 2012, February 5-10th 2012, San Diego, CA, USA
  
  
• "Identifying Users From Their Rating Patterns",
  José Bento, Nadia Fawaz, Andrea Montanari, Stratis Ioannidis, In Proc. of the ACM RecSys Challenge on Context-aware Movie Recommendation, RecSys/CAMRa 2011, October 27th 2011, Chicago, IL, USA,
  Winner of the ACM RecSys Challenge on Context-Aware Movie Recommendations CAMRa 2011
  
  
• "A Converse for the Wideband Relay Channel with Physically Degraded Broadcast",
  Nadia Fawaz, Muriel Médard, In Proc. of the IEEE Information Theory Workshop, ITW 2011, Oct. 16-20th 2011, Paraty, Brazil
  
  
• "On the Geometry of Wireless Network Multicast in 2-D",
  Mohit Thakur, Nadia Fawaz, Muriel Médard, In Proc. of the IEEE International Symposium on Information Theory, ISIT 2011, July 31st-August 5th 2011, Saint Petersburg, Russia
  
  
• "Optimal relay location and power allocation for low SNR broadcast relay channels",
  Mohit Thakur, Nadia Fawaz, Muriel Médard, In Proc. of the IEEE International Conference on Computer Communications, INFOCOM 2011, April 10-15th 2011, Shanghai, China
  
  
• "On Wireless Networks in the Wideband Regime",
  Nadia Fawaz, Mohit Thakur, Muriel Médard, Invited at Information Theory and Applications Workshop, ITA 2011, February 6-11th 2011, La Jolla, CA, USA
  
  
• "On the Non-Coherent Wideband Multipath Fading Relay Channel",
  N. Fawaz, M. Medard, In Proc. of the IEEE International Symposium on Information Theory, ISIT 2010, June 13-19th 2010, Austin, Texas, USA
  
  
• "Alignement d'Interference Opportuniste avec des Terminaux Multi-Antennes",
  S.M. Perlaza, N. Fawaz, S. Lasaulce, M. Debbah, In Proc. of the 22nd Signal and Image Processing Workshop, GRETSI 2009, Sept. 8-11th 2009, Dijon, France
  
  
• "Improving Ad Hoc Networks Capacity and Connectivity using Dynamic Blind Beamforming",
  N. Fawaz, Z. Beyaztas, M. Debbah, D. Gesbert, In Proc. of the 67th IEEE Vehicular Technology Conference, VTC Spring 2008, May 11-14th 2008, Singapore
  
  
• "Asymptotic Capacity and Optimal Precoding Strategy of Multi-level Precode & Forward in Correlated Channels",
  N. Fawaz, K. Zarifi, M. Debbah, D. Gesbert, In Proc. of the IEEE Information Theory Workshop, ITW 2008, May 5-9th 2008, Porto, Portugal
  
  
• "Large system design and analysis of protocols for decode-forward relay networks",
  L. Cottatellucci, T. Chan, N. Fawaz, In Proc. of ICST 1st Workshop on Physics-Inspired Paradigms in Wireless Communications and Networks, WiOpt/PHYSCOMNET 2008, Mar. 31st -Apr. 4th 2008, Berlin, Germany
  
  
• "Capacity and Positioning in Dense Scattering Environments",
  N. Fawaz, M. Debbah, D. Gesbert, In Proc. of the 8th IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2007, June 17-20th 2007, Helsinki, Finland
  
  
• "When Network Coding and Dirty Paper Coding Cooperate",
  N. Fawaz, D. Gesbert, M. Debbah, In Proc. of the 9th IEEE Winter School on Coding and Information Theory, March 12-16th 2007, La-Colle-sur-Loup, France
  
  
• "Capacity of Dense Scattering Environments",
  N. Fawaz, M. Debbah, D. Gesbert, In Proc. of IRAMUS Workshop, Jan. 25-26th 2007, Val-Thorens, FRANCE
  
  

Others

• "Privacy in the Personalized Computing Era",
  Nina Taft, Anmoil Sheth, Nadia Fawaz, Technicolor White Paper, April 2012
  
  
• "A Conjecture on the Gaussian Relay Channel in the the low SNR Regime",
  N. Fawaz, M. Medard, Technical Poster and slide for IT-MANET Meeting, Uni. of Texas at Austin, May 2010
  
  
• "Non-coherent Multipath Fading Relay Networks in the Wideband Regime",
  N. Fawaz, M. Medard, Technical Poster and slide for IT-MANET Meeting, MIT, Sept. 2009
  
  
• "Asymptotic Capacity and Optimal Precoding Strategy for MIMO Relay Systems",
  N. Fawaz, Chapter 4.5.1 in Deliverable DR6.2 of NEWCOM++ Work Package WPR6, June 2009
  
  
• "Large System Analysis of Relay Networks",
  L. Cottatellucci, N. Fawaz, Chapter 5.3.2 in Deliverable DR6.1 of NEWCOM++ Work Package WPR6, Apr. 2008
  
  
• "Network Design and Optimization: Ad-Hoc Network Infrastructure",
  N. Fawaz, Chapter 4 in Deliverable D1.3.2 of BIONETS Work Package WP 1.3, Aug. 2007
  
  
• "When Network Coding and Dirty Paper Coding Meet in a Cooperative Ad Hoc Network",
  N. Fawaz, D. Gesbert, M. Debbah, EURECOM Research Report, RR-07-199, Sept. 2006