Calibrating noise to sensitivity in private data analysis C Dwork, F McSherry, K Nissim, A Smith Theory of cryptography conference, 265-284, 2006 | 4375 | 2006 |

Mechanism design via differential privacy F McSherry, K Talwar 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS'07), 94-103, 2007 | 1695 | 2007 |

Our data, ourselves: Privacy via distributed noise generation C Dwork, K Kenthapadi, F McSherry, I Mironov, M Naor Annual International Conference on the Theory and Applications of …, 2006 | 1181 | 2006 |

Privacy integrated queries: an extensible platform for privacy-preserving data analysis FD McSherry Proceedings of the 2009 ACM SIGMOD International Conference on Management of …, 2009 | 1093 | 2009 |

Practical privacy: the SuLQ framework A Blum, C Dwork, F McSherry, K Nissim Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on …, 2005 | 772 | 2005 |

Naiad: a timely dataflow system DG Murray, F McSherry, R Isaacs, M Isard, P Barham, M Abadi Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems …, 2013 | 729 | 2013 |

Differentially private recommender systems: Building privacy into the netflix prize contenders F McSherry, I Mironov Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 692 | 2009 |

Spectral partitioning of random graphs F McSherry Proceedings 42nd IEEE Symposium on Foundations of Computer Science, 529-537, 2001 | 602 | 2001 |

Fast computation of low-rank matrix approximations D Achlioptas, F McSherry Journal of the ACM (JACM) 54 (2), 9-es, 2007 | 533 | 2007 |

Privacy, accuracy, and consistency too: a holistic solution to contingency table release B Barak, K Chaudhuri, C Dwork, S Kale, F McSherry, K Talwar Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on …, 2007 | 457 | 2007 |

On profit-maximizing envy-free pricing. V Guruswami, JD Hartline, AR Karlin, D Kempe, C Kenyon, F McSherry SODA 5, 1164-1173, 2005 | 361 | 2005 |

Spectral analysis of data Y Azar, A Fiat, A Karlin, F McSherry, J Saia Proceedings of the thirty-third annual ACM symposium on Theory of computing …, 2001 | 344 | 2001 |

A simple and practical algorithm for differentially private data release M Hardt, K Ligett, F McSherry Advances in Neural Information Processing Systems, 2339-2347, 2012 | 337 | 2012 |

Toward privacy in public databases S Chawla, C Dwork, F McSherry, A Smith, H Wee Theory of Cryptography Conference, 363-385, 2005 | 320 | 2005 |

A decentralized algorithm for spectral analysis D Kempe, F McSherry Journal of Computer and System Sciences 74 (1), 70-83, 2008 | 303 | 2008 |

Scalability! But at what {COST}? F McSherry, M Isard, DG Murray 15th Workshop on Hot Topics in Operating Systems (HotOS {XV}), 2015 | 288 | 2015 |

On spectral learning of mixtures of distributions D Achlioptas, F McSherry International Conference on Computational Learning Theory, 458-469, 2005 | 258 | 2005 |

Sampling techniques for kernel methods D Achlioptas, F McSherry, B Schölkopf Advances in neural information processing systems, 335-342, 2002 | 219 | 2002 |

A first look at peer-to-peer worms: Threats and defenses L Zhou, L Zhang, F McSherry, N Immorlica, M Costa, S Chien International Workshop on Peer-to-Peer Systems, 24-35, 2005 | 203 | 2005 |

The price of privacy and the limits of LP decoding C Dwork, F McSherry, K Talwar Proceedings of the thirty-ninth annual ACM symposium on Theory of computing …, 2007 | 188 | 2007 |