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Blowfish Privacy: Tuning Privacy-Utility Trade-offs using Policies

Summary: Blowfish privacy: Pufferfish-inspired DP extension with secrets and constraints. Policy-driven tradeoffs yield lower noise: k-means, histograms, queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h812d6788c7964c08
Venue
SIGMOD
Year
2014
Pagerank
8.5575829e-05
Overall Rank
2,371 | 84.07%
DOI
10.1145/2588555.2588581

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{he_sigmod14,
        title = {{Blowfish Privacy: Tuning Privacy-Utility Trade-offs using Policies}},
        author = {He, Xi and Machanavajjhala, Ashwin and Ding, Bolin},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2588581},
        url = {https://dl.acm.org/doi/10.1145/2588555.2588581},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
1,168 PrivateSQL: A Differentially Private SQL Query Engine 2019 VLDB 0.00011725733
1,841 Publishing Graph Degree Distribution with Node Differential Privacy 2016 SIGMOD 9.5270124e-05
3,125 Bayesian Differential Privacy on Correlated Data 2015 SIGMOD 7.6196809e-05
3,911 Pufferfish Privacy Mechanisms for Correlated Data 2017 SIGMOD 6.9280385e-05
5,003 Utility Cost of Formal Privacy for Releasing National Employer-Employee Statistics 2017 SIGMOD 6.3175519e-05
5,687 Differential Privacy in the Wild: A Tutorial on Current Practices & Open Challenges 2017 SIGMOD 6.0339826e-05
5,773 OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization 2023 VLDB 5.9960895e-05
6,036 Differentially Private Binary- and Matrix-Valued Data Query: An XOR Mechanism 2021 VLDB 5.9064579e-05
6,501 Differential Privacy in the Wild: A tutorial on current practices & open challenges 2016 VLDB 5.7623453e-05
6,507 DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance 2023 SIGMOD 5.7582198e-05
6,898 Synthesizing Linked Data Under Cardinality and Integrity Constraints 2021 SIGMOD 5.6506085e-05
10,835 Composition for Pufferfish Privacy 2026 VLDB 4.9769913e-05
11,358 Balancing Privacy and Utility in Correlated Data: A Study of Bayesian Differential Privacy 2025 VLDB 4.9769913e-05
11,740 F3 KM: Federated, Fair, and Fast k-means 2023 SIGMOD 4.9769913e-05
12,034 Catch a Blowfish Alive: A Demonstration of Policy-Aware Differential Privacy for Interactive Data Exploration 2021 VLDB 4.9769913e-05
12,126 PANDA: Policy-aware Location Privacy for Epidemic Surveillance 2020 VLDB 4.9769913e-05
12,378 Design of Policy-Aware Differentially Private Algorithms 2016 VLDB 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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