Mayana Pereira

Researcher, Microsoft

Joined

September 2022

Names

Mayana Pereira (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

ORCID

Career & Education History

Researcher

Microsoft (microsoft.com)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Evaluating LLM Simulators as Differentially Private Data Generators
Nassima M. Bouzid, Dehao Yuan, Nam H Nguyen, Mayana Pereira
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone
Decoupling Identity from Utility: Privacy-by-Design Frameworks for Financial Ecosystems
Ifayoyinsola Ibikunle, Tyler Farnan, Senthil Kumar, Mayana Pereira
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources
Sikha Pentyala, Mayana Pereira, Martine De Cock
- ICML 2024 Poster
- Readers: Everyone
Secure Multiparty Computation for Synthetic Data Generation from Distributed Data
Mayana Pereira, Sikha Pentyala, Martine De Cock, Anderson Nascimento, Rafael de Sousa
- 03 Oct 2022 (modified: 05 May 2023)
- Neurips 2022 SyntheticData4ML
- Readers: Everyone
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises
Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres
- 2021 (modified: 04 Oct 2022)
- CoRR 2021
- Readers: Everyone
U.S. Broadband Coverage Data Set: A Differentially Private Data Release
Mayana Pereira, Allen Kim, Joshua Allen, Kevin White, Juan Lavista Ferres, Rahul Dodhia
- 2021 (modified: 04 Oct 2022)
- CoRR 2021
- Readers: Everyone
Metadata-Based Detection of Child Sexual Abuse Material
Mayana Pereira, Rahul Dodhia, Richard Brown
- 2020 (modified: 04 Oct 2022)
- CoRR 2020
- Readers: Everyone
Identifying Security Bug Reports Based Solely on Report Titles and Noisy Data
Mayana Pereira, Alok Kumar, Scott Cristiansen
- 2019 (modified: 04 Oct 2022)
- SMARTCOMP 2019
- Readers: Everyone
Dictionary Extraction and Detection of Algorithmically Generated Domain Names in Passive DNS Traffic
Mayana Pereira, Shaun Coleman, Bin Yu, Martine De Cock, Anderson C. A. Nascimento
- 2018 (modified: 04 Oct 2022)
- RAID 2018
- Readers: Everyone
Algorithmically Generated Domain Detection and Malware Family Classification
Chhaya Choudhary, Raaghavi Sivaguru, Mayana Pereira, Bin Yu, Anderson C. A. Nascimento, Martine De Cock
- 2018 (modified: 04 Oct 2022)
- SSCC 2018
- Readers: Everyone

View all 14 publications

Co-Authors

View all 32 co-authors