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Steven Golob

Observed name: Golob, Steven
ORCID: 0009-0008-4442-2762
Observed ORCID: 0009-0008-4442-2762
OpenAlex ID: A5092769442
Privacy Vulnerabilities in Marginals-based Synthetic Data
2025 · Steven Golob, Sikha Pentyala, et al. · IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) · 7
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Privacy-Preserving Membership Queries for Federated Anomaly Detection
2024 · Jelle Vos, Sikha Pentyala, et al. · Proceedings on Privacy Enhancing Technologies · 3
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Towards Useful and Private Synthetic Omics: Community Benchmarking of Generative Models for Transcriptomics Data
2026 · Hakime Öztürk, Tejumade Afonja, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2
High Epsilon Synthetic Data Vulnerabilities in MST and PrivBayes
2024 · Golob, Steven, Pentyala, Sikha, et al. · arXiv (Cornell University) · 1
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A Decentralized Information Marketplace Preserving Input and Output Privacy
2023 · Steven Golob, Sikha Pentyala, et al. · 1
SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC) — research artifact
2026 · Golob, Steven, Pentyala, Sikha, et al. · Zenodo (CERN European Organization for Nuclear Research)
Portable Causal Fairness Across Synthetic Data Generator Families
2026 · Golob, Steven, Pentyala, Sikha, et al. · arXiv (Cornell University)
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SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)
2026 · Golob, Steven, Pentyala, Sikha, et al. · arXiv (Cornell University)
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Membership Inference on Synthetic Single-Cell Genomic Data
2026 · Steven Golob, Patrick McKeever, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Works count: 9
Citation count: 14
H-index: 2
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