Calibrating noise to sensitivity in private data analysis C Dwork, F McSherry, K Nissim, A Smith Theory of Cryptography: Third Theory of Cryptography Conference, TCC 2006 …, 2006 | 8186 | 2006 |

Mechanism design via differential privacy F McSherry, K Talwar 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS'07), 94-103, 2007 | 2660 | 2007 |

Our data, ourselves: Privacy via distributed noise generation C Dwork, K Kenthapadi, F McSherry, I Mironov, M Naor Advances in Cryptology-EUROCRYPT 2006: 24th Annual International Conference …, 2006 | 2213 | 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 | 1673 | 2009 |

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 | 1060 | 2013 |

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 | 1030 | 2005 |

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 | 901 | 2009 |

Spectral partitioning of random graphs F McSherry Proceedings 42nd IEEE Symposium on Foundations of Computer Science, 529-537, 2001 | 721 | 2001 |

Fast computation of low-rank matrix approximations D Achlioptas, F McSherry Journal of the ACM (JACM) 54 (2), 9-es, 2007 | 606 | 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 | 579 | 2007 |

A simple and practical algorithm for differentially private data release M Hardt, K Ligett, F McSherry Advances in neural information processing systems 25, 2012 | 515 | 2012 |

Scalability! but at what {COST}? F McSherry, M Isard, DG Murray 15th Workshop on Hot Topics in Operating Systems (HotOS XV), 2015 | 438 | 2015 |

On profit-maximizing envy-free pricing. V Guruswami, JD Hartline, AR Karlin, D Kempe, C Kenyon, F McSherry SODA 5, 1164-1173, 2005 | 412 | 2005 |

Toward privacy in public databases S Chawla, C Dwork, F McSherry, A Smith, H Wee Theory of Cryptography: Second Theory of Cryptography Conference, TCC 2005 …, 2005 | 384 | 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 | 372 | 2001 |

A decentralized algorithm for spectral analysis D Kempe, F McSherry Proceedings of the thirty-sixth annual ACM symposium on Theory of computing …, 2004 | 345 | 2004 |

On spectral learning of mixtures of distributions D Achlioptas, F McSherry International Conference on Computational Learning Theory, 458-469, 2005 | 329 | 2005 |

Analysis and Evolution of Journaling File Systems. V Prabhakaran, AC Arpaci-Dusseau, RH Arpaci-Dusseau USENIX Annual Technical Conference, General Track 194, 196-215, 2005 | 302 | 2005 |

Differentially private combinatorial optimization A Gupta, K Ligett, F McSherry, A Roth, K Talwar Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010 | 246 | 2010 |

Differential Dataflow. F McSherry, DG Murray, R Isaacs, M Isard CIDR, 2013 | 242 | 2013 |