Search results for "differential privacy"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Jason Reed, Adam J. Aviv, Daniel Wagner, Andreas Haeberlen, Benjamin C. Pierce, Jonathan M. Smith	Differential privacy for collaborative security.	EUROSEC	2010	DBLP DOI BibTeX RDF	collaborative security, botnets, differential privacy
3	Ali Inan, Murat Kantarcioglu, Gabriel Ghinita, Elisa Bertino	Private record matching using differential privacy.	EDBT	2010	DBLP DOI BibTeX RDF	security, privacy, differential privacy, record matching
3	Chao Li, Michael Hay, Vibhor Rastogi, Gerome Miklau, Andrew McGregor	Optimizing linear counting queries under differential privacy.	PODS	2010	DBLP DOI BibTeX RDF	output perturbation, semidefinite program, differential privacy, private data analysis
3	Moritz Hardt, Kunal Talwar	On the geometry of differential privacy.	STOC	2010	DBLP DOI BibTeX RDF	privacy, complexity, histogram, geometry, differential privacy, statistical data analysis
3	Arik Friedman, Assaf Schuster	Data mining with differential privacy.	KDD	2010	DBLP DOI BibTeX RDF	data mining, decision trees, differential privacy
2	Cynthia Dwork, Moni Naor, Toniann Pitassi, Guy N. Rothblum	Differential privacy under continual observation.	STOC	2010	DBLP DOI BibTeX RDF	privacy, private data analysis
2	Raghav Bhaskar, Srivatsan Laxman, Adam Smith, Abhradeep Thakurta	Discovering frequent patterns in sensitive data.	KDD	2010	DBLP DOI BibTeX RDF	exponential mechanism, privacy, frequent itemsets, frequent patterns, differential privacy
2	Mangesh Gupte, Mukund Sundararajan	Universally optimal privacy mechanisms for minimax agents.	PODS	2010	DBLP DOI BibTeX RDF	universally optimal privacy, decision theory, linear algebra, differential privacy, minimax
2	Frank McSherry, Ratul Mahajan	Differentially-private network trace analysis.	SIGCOMM	2010	DBLP DOI BibTeX RDF	trace analysis, differential privacy
2	Shiva Prasad Kasiviswanathan, Mark Rudelson, Adam Smith, Jonathan Ullman	The price of privately releasing contingency tables and the spectra of random matrices with correlated rows.	STOC	2010	DBLP DOI BibTeX RDF	reconstruction attacks, data privacy, differential privacy, random matrices
2	Cynthia Dwork	The Differential Privacy Frontier (Extended Abstract).	TCC	2009	DBLP DOI BibTeX RDF
2	Ilya Mironov, Omkant Pandey, Omer Reingold, Salil P. Vadhan	Computational Differential Privacy.	CRYPTO	2009	DBLP DOI BibTeX RDF
2	Cynthia Dwork, Jing Lei	Differential privacy and robust statistics.	STOC	2009	DBLP DOI BibTeX RDF	local sensitivity, propose-test-release paradigm, robust statistics, differential privacy
2	Palanivel Balaji Kodeswaran, Evelyne Viegas	Applying differential privacy to search queries in a policy based interactive framework.	CIKM-PAVLAD	2009	DBLP DOI BibTeX RDF	privacy, semantics, policy
2	Frank McSherry, Ilya Mironov	Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders.	KDD	2009	DBLP DOI BibTeX RDF	Netflix, recommender systems, differential privacy
2	Frank McSherry	Privacy integrated queries: an extensible platform for privacy-preserving data analysis.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	anonymization, confidentiality, differential privacy, linq
2	Arpita Ghosh, Tim Roughgarden, Mukund Sundararajan	Universally utility-maximizing privacy mechanisms.	STOC	2009	DBLP DOI BibTeX RDF	privacy, linear programming, utility, differential privacy
2	Cynthia Dwork	Differential Privacy: A Survey of Results.	TAMC	2008	DBLP DOI BibTeX RDF
2	Frank McSherry, Kunal Talwar	Mechanism Design via Differential Privacy.	FOCS	2007	DBLP DOI BibTeX RDF
2	Cynthia Dwork	Differential Privacy.	ICALP	2006	DBLP DOI BibTeX RDF
1	Manas A. Pathak, Bhiksha Raj	Large Margin Gaussian Mixture Models with Differential Privacy.	IEEE Trans. Dependable Sec. Comput.	2012	DBLP DOI BibTeX RDF
1	Chao Li, Gerome Miklau	An Adaptive Mechanism for Accurate Query Answering under Differential Privacy	CoRR	2012	DBLP BibTeX RDF
1	Yonghui Xiao, Li Xiong	Online query answering with differential privacy: a utility-driven approach using Bayesian inference	CoRR	2012	DBLP BibTeX RDF
1	Rob Hall, Alessandro Rinaldo, Larry A. Wasserman	Differential Privacy for Functions and Functional Data	CoRR	2012	DBLP BibTeX RDF
1	Liyue Fan, Li Xiong	Adaptively Sharing Time-Series with Differential Privacy	CoRR	2012	DBLP BibTeX RDF
1	Chao Li, Gerome Miklau	Measuring the achievable error of query sets under differential privacy	CoRR	2012	DBLP BibTeX RDF
1	Jeremiah Blocki, Avrim Blum, Anupam Datta, Or Sheffet	The Johnson-Lindenstrauss Transform Itself Preserves Differential Privacy	CoRR	2012	DBLP BibTeX RDF
1	Ke Wang, Peng Wang, Ada Wai-Chee Fu, Raymond Chi-Wing Wong	Inferential or Differential: Privacy Laws Dictate	CoRR	2012	DBLP BibTeX RDF
1	Chao Li, Gerome Miklau	An Adaptive Mechanism for Accurate Query Answering under Differential Privacy.	PVLDB	2012	DBLP BibTeX RDF
1	Cynthia Dwork	Differential Privacy and the Power of (Formalizing) Negative Thinking - (Extended Abstract).	POST	2012	DBLP DOI BibTeX RDF
1	Gilles Barthe, Boris Köpf, Federico Olmedo, Santiago Zanella Béguelin	Probabilistic relational reasoning for differential privacy.	POPL	2012	DBLP DOI BibTeX RDF
1	Shangfu Peng, Yin Yang, Zhenjie Zhang, Marianne Winslett, Yong Yu	DP-tree: indexing multi-dimensional data under differential privacy (abstract only).	SIGMOD Conference	2012	DBLP DOI BibTeX RDF
1	Yin Yang, Zhenjie Zhang, Gerome Miklau, Marianne Winslett, Xiaokui Xiao	Differential privacy in data publication and analysis.	SIGMOD Conference	2012	DBLP DOI BibTeX RDF
1	Anindya De	Lower Bounds in Differential Privacy.	TCC	2012	DBLP DOI BibTeX RDF
1	Kobbi Nissim, Rann Smorodinsky, Moshe Tennenholtz	Approximately optimal mechanism design via differential privacy.	ITCS	2012	DBLP DOI BibTeX RDF
1	Xiaokui Xiao, Guozhang Wang, Johannes Gehrke	Differential Privacy via Wavelet Transforms.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF
1	Rathindra Sarathy, Krishnamurty Muralidhar	Evaluating Laplace Noise Addition to Satisfy Differential Privacy for Numeric Data.	Transactions on Data Privacy	2011	DBLP BibTeX RDF
1	Andrew McGregor, Ilya Mironov, Toniann Pitassi, Omer Reingold, Kunal Talwar, Salil P. Vadhan	The Limits of Two-Party Differential Privacy.	Electronic Colloquium on Computational Complexity (ECCC)	2011	DBLP BibTeX RDF
1	Yehuda Lindell, Eran Omri	A Practical Application of Differential Privacy to Personalized Online Advertising.	IACR Cryptology ePrint Archive	2011	DBLP BibTeX RDF
1	Michael Carl Tschantz, Dilsun Kirli Kaynar, Anupam Datta	Formal Verification of Differential Privacy for Interactive Systems (Extended Abstract).	Electr. Notes Theor. Comput. Sci.	2011	DBLP DOI BibTeX RDF
1	Rob Hall, Alessandro Rinaldo, Larry A. Wasserman	Random Differential Privacy	CoRR	2011	DBLP BibTeX RDF
1	Chao Li, Gerome Miklau	Efficient Batch Query Answering Under Differential Privacy	CoRR	2011	DBLP BibTeX RDF
1	Ninghui Li, Wahbeh H. Qardaji, Dong Su	Provably Private Data Anonymization: Or, k-Anonymity Meets Differential Privacy	CoRR	2011	DBLP BibTeX RDF
1	Mário S. Alvim, Miguel E. Andrés, Konstantinos Chatzikokolakis, Pierpaolo Degano, Catuscia Palamidessi	Differential Privacy: on the trade-off between Utility and Information Leakage	CoRR	2011	DBLP BibTeX RDF
1	Michael Carl Tschantz, Dilsun Kirli Kaynar, Anupam Datta	Formal Verification of Differential Privacy for Interactive Systems	CoRR	2011	DBLP BibTeX RDF
1	Anindya De	Lower bounds in differential privacy	CoRR	2011	DBLP BibTeX RDF
1	Mário S. Alvim, Miguel E. Andrés, Konstantinos Chatzikokolakis, Catuscia Palamidessi	On the relation between Differential Privacy and Quantitative Information Flow	CoRR	2011	DBLP BibTeX RDF
1	Yang D. Li, Zhenjie Zhang, Marianne Winslett, Yin Yang	Compressive Mechanism: Utilizing Sparse Representation in Differential Privacy	CoRR	2011	DBLP BibTeX RDF
1	Rui Chen, Noman Mohammed, Benjamin C. M. Fung, Bipin C. Desai, Li Xiong	Publishing Set-Valued Data via Differential Privacy.	PVLDB	2011	DBLP BibTeX RDF
1	Cynthia Dwork	Differential Privacy.	Encyclopedia of Cryptography and Security (2nd Ed.)	2011	DBLP DOI BibTeX RDF
1	Bowei Xi, Murat Kantarcioglu, Ali Inan	Mixture of gaussian models and bayes error under differential privacy.	CODASPY	2011	DBLP DOI BibTeX RDF
1	Mário S. Alvim, Miguel E. Andrés, Konstantinos Chatzikokolakis, Catuscia Palamidessi	On the Relation between Differential Privacy and Quantitative Information Flow.	ICALP	2011	DBLP DOI BibTeX RDF
1	Jaewoo Lee, Chris Clifton	How Much Is Enough? Choosing ε for Differential Privacy.	ISC	2011	DBLP DOI BibTeX RDF
1	Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec	Private Similarity Computation in Distributed Systems: From Cryptography to Differential Privacy.	OPODIS	2011	DBLP DOI BibTeX RDF
1	Mário S. Alvim, Miguel E. Andrés, Konstantinos Chatzikokolakis, Catuscia Palamidessi	Quantitative Information Flow and Applications to Differential Privacy.	FOSAD	2011	DBLP DOI BibTeX RDF
1	Ning Zhang, Ming Li, Wenjing Lou	Distributed Data Mining with Differential Privacy.	ICC	2011	DBLP DOI BibTeX RDF
1	Xiaokui Xiao, Gabriel Bender, Michael Hay, Johannes Gehrke	iReduct: differential privacy with reduced relative errors.	SIGMOD Conference	2011	DBLP DOI BibTeX RDF
1	Andreas Haeberlen, Benjamin C. Pierce, Arjun Narayan	Differential Privacy Under Fire.	USENIX Security Symposium	2011	DBLP BibTeX RDF
1	Adam Groce, Jonathan Katz, Arkady Yerukhimovich	Limits of Computational Differential Privacy in the Client/Server Setting.	TCC	2011	DBLP DOI BibTeX RDF
1	Cynthia Dwork	The Promise of Differential Privacy: A Tutorial on Algorithmic Techniques.	FOCS	2011	DBLP DOI BibTeX RDF
1	Shen-Shyang Ho, Shuhua Ruan	Differential privacy for location pattern mining.	SPRINGL	2011	DBLP DOI BibTeX RDF
1	Gilles Barthe, Boris Köpf	Information-Theoretic Bounds for Differentially Private Mechanisms.	CSF	2011	DBLP DOI BibTeX RDF	Quantitative Information-Flow, Information Theory, Differential Privacy
1	Johannes Gehrke	Programming with differential privacy: technical persepctive.	Commun. ACM	2010	DBLP DOI BibTeX RDF
1	Mário S. Alvim, Konstantinos Chatzikokolakis, Pierpaolo Degano, Catuscia Palamidessi	Differential Privacy versus Quantitative Information Flow	CoRR	2010	DBLP BibTeX RDF
1	Aaron Roth	Differential Privacy and the Fat-Shattering Dimension of Linear Queries	CoRR	2010	DBLP BibTeX RDF
1	Kobbi Nissim, Rann Smorodinsky, Moshe Tennenholtz	Approximately Optimal Mechanism Design via Differential Privacy	CoRR	2010	DBLP BibTeX RDF
1	Manas A. Pathak, Bhiksha Raj	Large Margin Multiclass Gaussian Classification with Differential Privacy	CoRR	2010	DBLP BibTeX RDF
1	Manas A. Pathak, Bhiksha Raj	Large Margin Multiclass Gaussian Classification with Differential Privacy.	PSDML	2010	DBLP DOI BibTeX RDF
1	Cynthia Dwork	Differential Privacy in New Settings.	SODA	2010	DBLP BibTeX RDF
1	Xiaokui Xiao, Guozhang Wang, Johannes Gehrke	Differential privacy via wavelet transforms.	ICDE	2010	DBLP DOI BibTeX RDF
1	Krishnamurty Muralidhar, Rathindra Sarathy	Does Differential Privacy Protect Terry Gross' Privacy?	Privacy in Statistical Databases	2010	DBLP DOI BibTeX RDF
1	Stephen E. Fienberg, Alessandro Rinaldo, Xiaolin Yang	Differential Privacy and the Risk-Utility Tradeoff for Multi-dimensional Contingency Tables.	Privacy in Statistical Databases	2010	DBLP DOI BibTeX RDF
1	Rathindra Sarathy, Krishnamurty Muralidhar	Some Additional Insights on Applying Differential Privacy for Numeric Data.	Privacy in Statistical Databases	2010	DBLP DOI BibTeX RDF
1	Jason Reed, Benjamin C. Pierce	Distance makes the types grow stronger: a calculus for differential privacy.	ICFP	2010	DBLP DOI BibTeX RDF
1	Jennifer Lee	On Sketch Based Anonymization That Satisfies Differential Privacy Model.	Canadian Conference on AI	2010	DBLP DOI BibTeX RDF
1	Aaron Roth	Differential Privacy and the Fat-Shattering Dimension of Linear Queries.	APPROX-RANDOM	2010	DBLP DOI BibTeX RDF
1	Cynthia Dwork, Guy N. Rothblum, Salil P. Vadhan	Boosting and Differential Privacy.	FOCS	2010	DBLP DOI BibTeX RDF
1	Andrew McGregor, Ilya Mironov, Toniann Pitassi, Omer Reingold, Kunal Talwar, Salil P. Vadhan	The Limits of Two-Party Differential Privacy.	FOCS	2010	DBLP DOI BibTeX RDF
1	Oliver Williams, Frank McSherry	Probabilistic Inference and Differential Privacy.	NIPS	2010	DBLP BibTeX RDF
1	Manas A. Pathak, Shantanu Rane, Bhiksha Raj	Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers.	NIPS	2010	DBLP BibTeX RDF
1	Michal Sramka, Reihaneh Safavi-Naini, Jörg Denzinger, Mina Askari	A practice-oriented framework for measuring privacy and utility in data sanitization systems.	EDBT/ICDT Workshops	2010	DBLP DOI BibTeX RDF
1	Daniel Kifer, Bing-Rong Lin	Towards an axiomatization of statistical privacy and utility.	PODS	2010	DBLP DOI BibTeX RDF	privacy, utility, axioms
1	Vibhor Rastogi, Suman Nath	Differentially private aggregation of distributed time-series with transformation and encryption.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	distributed noise addition, output perturbation, participatory data mining, time-series data, private data analysis
1	Xiaokui Xiao, Guozhang Wang, Johannes Gehrke	Differential Privacy via Wavelet Transforms	CoRR	2009	DBLP BibTeX RDF
1	Chao Li, Michael Hay, Vibhor Rastogi, Gerome Miklau, Andrew McGregor	Optimizing Histogram Queries under Differential Privacy	CoRR	2009	DBLP BibTeX RDF
1	Moritz Hardt, Kunal Talwar	On the Geometry of Differential Privacy	CoRR	2009	DBLP BibTeX RDF
1	Duy Vu, Aleksandra Slavkovic	Differential Privacy for Clinical Trial Data: Preliminary Evaluations.	ICDM Workshops	2009	DBLP DOI BibTeX RDF
1	Shuheng Zhou, Katrina Ligett, Larry A. Wasserman	Differential privacy with compression.	ISIT	2009	DBLP DOI BibTeX RDF
1	Yitao Duan	Privacy without noise.	CIKM	2009	DBLP DOI BibTeX RDF	simulatable query auditing, sum queries, differential privacy
1	Cynthia Dwork, Moni Naor, Omer Reingold, Guy N. Rothblum, Salil P. Vadhan	On the complexity of differentially private data release: efficient algorithms and hardness results.	STOC	2009	DBLP DOI BibTeX RDF	exponential mechanism, privacy, cryptography, traitor tracing, differential privacy
1	Dan Feldman, Amos Fiat, Haim Kaplan, Kobbi Nissim	Private coresets.	STOC	2009	DBLP DOI BibTeX RDF	privacy, differential privacy, coresets
1	Aleksandra Korolova, Krishnaram Kenthapadi, Nina Mishra, Alexandros Ntoulas	Releasing search queries and clicks privately.	WWW	2009	DBLP DOI BibTeX RDF	data release, query click graph, differential privacy, search logs
1	Vibhor Rastogi, Michael Hay, Gerome Miklau, Dan Suciu	Relationship privacy: output perturbation for queries with joins.	PODS	2009	DBLP DOI BibTeX RDF	output perturbation, social networks, sensitivity, privacy preserving data mining, join queries, private data analysis
1	Adam Smith	Asymptotically Optimal and Private Statistical Estimation.	CANS	2009	DBLP DOI BibTeX RDF
1	Shiva Prasad Kasiviswanathan, Adam Smith	A Note on Differential Privacy: Defining Resistance to Arbitrary Side Information.	IACR Cryptology ePrint Archive	2008	DBLP BibTeX RDF
1	Shiva Prasad Kasiviswanathan, Adam Smith	A Note on Differential Privacy: Defining Resistance to Arbitrary Side Information	CoRR	2008	DBLP BibTeX RDF
1	Srivatsava Ranjit Ganta, Shiva Prasad Kasiviswanathan, Adam Smith	Composition attacks and auxiliary information in data privacy.	KDD	2008	DBLP DOI BibTeX RDF	adversarial attacks, privacy, anonymization
1	Avrim Blum, Katrina Ligett, Aaron Roth	A learning theory approach to non-interactive database privacy.	STOC	2008	DBLP DOI BibTeX RDF	non-interactive database privacy, learning theory
1	Samuel Greengard	Privacy matters.	Commun. ACM	2008	DBLP DOI BibTeX RDF
1	Shiva Prasad Kasiviswanathan, Homin K. Lee, Kobbi Nissim, Sofya Raskhodnikova, Adam Smith	What Can We Learn Privately?	FOCS	2008	DBLP DOI BibTeX RDF