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Sikha Pentyala
Sikha Pentyala
University of Washington Tacoma
Verified email at uw.edu - Homepage
Title
Cited by
Cited by
Year
Privacy-preserving video classification with convolutional neural networks
S Pentyala, R Dowsley, M De Cock
International conference on machine learning, 8487-8499, 2021
192021
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
162022
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
152022
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
92021
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
52022
Privacy-preserving fair item ranking
JA Sun, S Pentyala, MD Cock, G Farnadi
European Conference on Information Retrieval, 188-203, 2023
42023
Privfair: a library for privacy-preserving fairness auditing
S Pentyala, D Melanson, M De Cock, G Farnadi
PPAI Workshop, AAAI 2022, 2022
42022
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
32023
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
12023
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources
S Pentyala, M Pereira, M De Cock
arXiv preprint arXiv:2402.08614, 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
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
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, ...
Cryptology ePrint Archive, 2023
2023
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
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