Sikha Pentyala

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Sensitive Information

Secure Multiparty Computation

Preserving Privacy

Horizontally Partitioned Data

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Jelle Vos, Sikha Pentyala, Steven Golob, Ricardo Maia, Dean F. Kelley, Zekeriya Erkin, Martine De Cock, Anderson Nascimento
Privacy-Preserving Membership Queries for Federated Anomaly Detection. Proc. Priv. Enhancing Technol. 2024 (3) (2024)
Steven Golob, Sikha Pentyala, Anuar Maratkhan, Martine De Cock
High Epsilon Synthetic Data Vulnerabilities in MST and PrivBayes. CoRR (2024)
Sikha Pentyala, Mayana Pereira, Martine De Cock
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources. CoRR (2024)
Jia Ao Sun, Sikha Pentyala, Martine De Cock, Golnoosh Farnadi
Privacy-Preserving Fair Item Ranking. CoRR (2023)
Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lécué, Daniele Magazzeni
Privacy-Preserving Algorithmic Recourse. CoRR (2023)
Jia Ao Sun, Sikha Pentyala, Martine De Cock, Golnoosh Farnadi
Privacy-Preserving Fair Item Ranking. ECIR (2) (2023)
Ricardo J. M. Maia, Dustin Ray, Sikha Pentyala, Rafael Dowsley, Martine De Cock, Anderson C. A. Nascimento, Ricardo Jacobi
An End-to-End Framework for Private DGA Detection as a Service. IACR Cryptol. ePrint Arch. 2023 (2023)
Steven Golob, Sikha Pentyala, Rafael Dowsley, Bernardo David, Mario Larangeira, Martine De Cock, Anderson C. A. Nascimento
A Decentralized Information Marketplace Preserving Input and Output Privacy. DEC@SIGMOD (2023)
Sikha Pentyala, Nicola Neophytou, Anderson C. A. Nascimento, Martine De Cock, Golnoosh Farnadi
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning. CoRR (2022)
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
Training Differentially Private Models with Secure Multiparty Computation. IACR Cryptol. ePrint Arch. 2022 (2022)
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Martine De Cock
Training Differentially Private Models with Secure Multiparty Computation. CoRR (2022)
Mayana Pereira, Sikha Pentyala, Anderson C. A. Nascimento, Rafael T. de Sousa Jr., Martine De Cock
Secure Multiparty Computation for Synthetic Data Generation from Distributed Data. CoRR (2022)
Sikha Pentyala, David Melanson, Martine De Cock, Golnoosh Farnadi
PrivFair: a Library for Privacy-Preserving Fairness Auditing. CoRR (2022)
Fares Tabet, Sikha Pentyala, Birva H. Patel, Abdeltawab M. Hendawi, Peiwei Cao, Ashley Song, Harsh Govind, Mohamed Ali
OSMRunner : A System for Exploring and Fixing OSM Connectivity. MDM (2021)
Sikha Pentyala, Rafael Dowsley, Martine De Cock
Privacy-Preserving Video Classification with Convolutional Neural Networks. IACR Cryptol. ePrint Arch. 2021 (2021)
Sikha Pentyala, Rafael Dowsley, Martine De Cock
Privacy-Preserving Video Classification with Convolutional Neural Networks. CoRR (2021)
Sikha Pentyala, Rafael Dowsley, Martine De Cock
Privacy-Preserving Video Classification with Convolutional Neural Networks. ICML (2021)