Sikha Pentyala

23 papers A* 2B 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
FHAIM: Fully Homomorphic AIM For Private Synthetic Data Generation.
CoRR
Mayank Kumar, Qian Lou, Paulo Barreto, Martine De Cock, Sikha Pentyala
2025 — conf
Privacy Vulnerabilities in Marginals-based Synthetic Data.
SaTML
Steven Golob, Sikha Pentyala, Anuar Maratkhan, Martine De Cock
2024 A* conf
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources.
ICML
Sikha Pentyala, Mayana Pereira, Martine De Cock
2024 J jnl
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources.
CoRR
Sikha Pentyala, Mayana Pereira, Martine De Cock
2024 J jnl
End to End Collaborative Synthetic Data Generation.
CoRR
Sikha Pentyala, Geetha Sitaraman, Trae Claar, Martine De Cock
2024 J jnl
High Epsilon Synthetic Data Vulnerabilities in MST and PrivBayes.
CoRR
Steven Golob, Sikha Pentyala, Anuar Maratkhan, Martine De Cock
2024 J jnl
Privacy Vulnerabilities in Marginals-based Synthetic Data.
CoRR
Steven Golob, Sikha Pentyala, Anuar Maratkhan, Martine De Cock
2024 — conf
Privacy-Preserving Group Fairness in Cross-Device Federated Learning.
AFME
Sikha Pentyala, Nicola Neophytou, Anderson Nascimento, Martine De Cock, Golnoosh Farnadi
2024 J jnl
Privacy-Preserving Membership Queries for Federated Anomaly Detection.
Proc. Priv. Enhancing Technol.
Jelle Vos, Sikha Pentyala, Steven Golob, Ricardo Maia, Dean F. Kelley, Zekeriya Erkin, Martine De Cock, Anderson Nascimento
2023 — conf
A Decentralized Information Marketplace Preserving Input and Output Privacy.
DEC@SIGMOD
Steven Golob, Sikha Pentyala, Rafael Dowsley, Bernardo David, Mario Larangeira, Martine De Cock, Anderson C. A. Nascimento
2023 J jnl
An End-to-End Framework for Private DGA Detection as a Service.
IACR Cryptol. ePrint Arch.
Ricardo J. M. Maia, Dustin Ray, Sikha Pentyala, Rafael Dowsley, Martine De Cock, Anderson C. A. Nascimento, Ricardo Jacobi
2023 J jnl
Privacy-Preserving Algorithmic Recourse.
CoRR
Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lécué, Daniele Magazzeni
2023 — conf
Privacy-Preserving Fair Item Ranking.
ECIR (2)
Jia Ao Sun, Sikha Pentyala, Martine De Cock, Golnoosh Farnadi
2023 J jnl
Privacy-Preserving Fair Item Ranking.
CoRR
Jia Ao Sun, Sikha Pentyala, Martine De Cock, Golnoosh Farnadi
2022 J jnl
PrivFair: a Library for Privacy-Preserving Fairness Auditing.
CoRR
Sikha Pentyala, David Melanson, Martine De Cock, Golnoosh Farnadi
2022 J jnl
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning.
CoRR
Sikha Pentyala, Nicola Neophytou, Anderson C. A. Nascimento, Martine De Cock, Golnoosh Farnadi
2022 J jnl
Secure Multiparty Computation for Synthetic Data Generation from Distributed Data.
CoRR
Mayana Pereira, Sikha Pentyala, Anderson C. A. Nascimento, Rafael T. de Sousa Jr., Martine De Cock
2022 J jnl
Training Differentially Private Models with Secure Multiparty Computation.
CoRR
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
2022 J jnl
Training Differentially Private Models with Secure Multiparty Computation.
IACR Cryptol. ePrint Arch.
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
2021 B conf
OSMRunner : A System for Exploring and Fixing OSM Connectivity.
MDM
Fares Tabet, Sikha Pentyala, Birva H. Patel, Abdeltawab M. Hendawi, Peiwei Cao, Ashley Song, Harsh Govind, Mohamed Ali
2021 A* conf
Privacy-Preserving Video Classification with Convolutional Neural Networks.
ICML
Sikha Pentyala, Rafael Dowsley, Martine De Cock
2021 J jnl
Privacy-Preserving Video Classification with Convolutional Neural Networks.
CoRR
Sikha Pentyala, Rafael Dowsley, Martine De Cock
2021 J jnl
Privacy-Preserving Video Classification with Convolutional Neural Networks.
IACR Cryptol. ePrint Arch.
Sikha Pentyala, Rafael Dowsley, Martine De Cock