| Privfairfl: Privacy-preserving group fairness in federated learning S Pentyala, N Neophytou, A Nascimento, M De Cock, G Farnadi Proceedings of Algorithmic Fairness through the Lens of Causality and …, 2022 | 26 | 2022 |
| Privacy-preserving video classification with convolutional neural networks S Pentyala, R Dowsley, M De Cock International conference on machine learning, 8487-8499, 2021 | 25 | 2021 |
| Training differentially private models with secure multiparty computation S Pentyala, D Railsback, R Maia, R Dowsley, D Melanson, A Nascimento, ... arXiv preprint arXiv:2202.02625, 2022 | 21 | 2022 |
| Osmrunner: A system for exploring and fixing osm connectivity F Tabet, S Pentyala, BH Patel, A Hendawi, P Cao, A Song, H Govind, ... 2021 22nd IEEE International Conference on Mobile Data Management (MDM), 193-200, 2021 | 11 | 2021 |
| Secure Multiparty Computation for Synthetic Data Generation from Distributed Data M Pereira, S Pentyala, A Nascimento, RT Sousa Jr, M De Cock SyntheticData4ML Workshop, NeurIPS, 2022, 2022 | 8 | 2022 |
| Privfair: a library for privacy-preserving fairness auditing S Pentyala, D Melanson, M De Cock, G Farnadi PPAI Workshop, AAAI 2022, 2022 | 7 | 2022 |
| Privacy-Preserving Algorithmic Recourse S Pentyala, S Sharma, S Kariyappa, F Lecue, D Magazzeni 3rd International Workshop on Explainable AI in Finance, ICAIF 2023., 2023 | 5 | 2023 |
| Privacy-preserving fair item ranking JA Sun, S Pentyala, MD Cock, G Farnadi European Conference on Information Retrieval, 188-203, 2023 | 5 | 2023 |
| CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources S Pentyala, M Pereira, M De Cock arXiv preprint arXiv:2402.08614, 2024 | 3 | 2024 |
| An end-to-end framework for private DGA detection as a service RJM Maia, D Ray, S Pentyala, R Dowsley, M De Cock, ACA Nascimento, ... Plos one 19 (8), e0304476, 2024 | 1 | 2024 |
| Privacy-Preserving Membership Queries for Federated Anomaly Detection J Vos, S Pentyala, S Golob, R Maia, D Kelley, Z Erkin, M De Cock, ... Proceedings on Privacy Enhancing Technologies, 2024 | 1 | 2024 |
| A Decentralized Information Marketplace Preserving Input and Output Privacy S Golob, S Pentyala, R Dowsley, B David, M Larangeira, M De Cock, ... Proceedings of the 2nd Data Economy Workshop (DEC23) - SIGMOD 2023 workshop …, 2023 | 1 | 2023 |
| End to End Collaborative Synthetic Data Generation S Pentyala, G Sitaraman, T Claar, M De Cock PPAI Workshop, AAAI 2025, 2024 | | 2024 |
| High Epsilon Synthetic Data Vulnerabilities in MST and PrivBayes S Golob, S Pentyala, A Maratkhan, M De Cock PPAI Workshop, AAAI 2024, 2024 | | 2024 |
| Cross-Silo Training of Differentially Private Models with Secure Multiparty Computation S Pentyala, D Railsback, RJM Maia, D Melanson, R Dowsley, ... | | |
| Private Video Classification with Secure Multiparty Computation S Pentyala, M De Cock, R Dowsley | | |
Martine De CockProfessor, University of Washington TacomaVerified email at uw.edu