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
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,227 | Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration | 2023 | VLDB | 4.7952919e-05 |
| 7,380 | Efficient Sampling Approaches to Shapley Value Approximation | 2023 | SIGMOD | 4.746272e-05 |
| 7,932 | P-Shapley: Shapley Values on Probabilistic Classifiers | 2024 | VLDB | 4.613363e-05 |
| 9,097 | Managing Conflicting Interests of Stakeholders in Influencer Marketing | 2023 | SIGMOD | 4.3967784e-05 |
| 10,107 | Reliable and Private Utility Signaling for Data Markets | 2026 | SIGMOD | 4.1945683e-05 |
| 10,132 | A Game Theory Approach for Negotiating in Data Marketplaces | 2026 | SIGMOD | 4.1945683e-05 |
| 10,392 | Shapley Value Estimation Based on Differential Matrix | 2025 | SIGMOD | 4.1945683e-05 |
| 10,955 | Data Acquisition for Improving Model Confidence | 2024 | SIGMOD | 4.1945683e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 1,298 | Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | 2019 | VLDB | 0.00012758104 |
| 1,891 | Towards Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD | 0.00010194092 |
| 2,359 | Data Market Platforms: Trading Data Assets to Solve Data Problems | 2020 | VLDB | 8.9607667e-05 |
| 3,750 | Data Acquisition for Improving Machine Learning Models | 2021 | VLDB | 6.7895763e-05 |
| 3,836 | Dealer: An End-to-End Model Marketplace with Differential Privacy | 2021 | VLDB | 6.7153977e-05 |
| 4,279 | Revenue Maximization for Query Pricing | 2020 | VLDB | 6.2953388e-05 |
| 5,563 | AnyLog: a Grand Unification of the Internet of Things | 2020 | CIDR | 5.4328568e-05 |
Previous
Page 1 / 1
Next