Protecting Data Markets from Strategic Buyers
Summary: Protecting online data markets from strategic buyers with a data-specific pricing algorithm and techniques that treat data as an asset. Evaluations with a user study and simulations show participant strategies and robustness of the pricing approach. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Raul Castro Fernandez (University of Chicago)
BibTeX Citation
@inproceedings{fernandez_sigmod22,
title = {{Protecting Data Markets from Strategic Buyers}},
author = {Fernandez, Raul Castro},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3517855},
url = {https://dl.acm.org/doi/10.1145/3514221.3517855},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,551 | Efficient Sampling Approaches to Shapley Value Approximation | 2023 | SIGMOD | 5.8429222e-05 |
| 7,102 | Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration | 2023 | VLDB | 5.7030531e-05 |
| 8,250 | P-Shapley: Shapley Values on Probabilistic Classifiers | 2024 | VLDB | 5.4574671e-05 |
| 8,842 | Data Acquisition for Improving Model Confidence | 2024 | SIGMOD | 5.3589295e-05 |
| 9,242 | Managing Conflicting Interests of Stakeholders in Influencer Marketing | 2023 | SIGMOD | 5.2993405e-05 |
| 9,541 | Shapley Value Estimation Based on Differential Matrix | 2025 | SIGMOD | 5.2528121e-05 |
| 10,198 | ASSS: Adaptive Stratified Sampling for Shapley-like Values | 2026 | SIGMOD | 5.093636e-05 |
| 10,397 | Reliable and Private Utility Signaling for Data Markets | 2026 | SIGMOD | 5.093636e-05 |
| 10,421 | A Game Theory Approach for Negotiating in Data Marketplaces | 2026 | SIGMOD | 5.093636e-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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,066 | Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | 2019 | VLDB | 0.00012333161 |
| 1,488 | Towards Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD | 0.00010612416 |
| 2,025 | Data Market Platforms: Trading Data Assets to Solve Data Problems | 2020 | VLDB | 9.2903125e-05 |
| 2,994 | Data Acquisition for Improving Machine Learning Models | 2021 | VLDB | 7.8762343e-05 |
| 3,759 | Dealer: An End-to-End Model Marketplace with Differential Privacy | 2021 | VLDB | 7.14674e-05 |
| 3,927 | Revenue Maximization for Query Pricing | 2020 | VLDB | 7.012417e-05 |
| 5,543 | AnyLog: a Grand Unification of the Internet of Things | 2020 | CIDR | 6.1800731e-05 |
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