Masoumeh Shafieinejad

Researcher, Vector Institute

Joined

May 2023

Names

Masoumeh Shafieinejad (Preferred)

Emails

****@vectorinstitute.ai (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Vector Institute (vectorinstitute.ai)

2023 – Present

PhD student

University of Waterloo (uwaterloo.ca)

2018 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

ML Security and privacy

2018 – 2026

Publications

FedDPSyn: Federated Tabular Data Synthesis with Computational Differential Privacy
Shufan Zhang, Haochen Sun, Shubhankar Mohapatra, Masoumeh Shafieinejad, D. B. Emerson, Xi He
- TPDP 2025 workshop
- Readers: Everyone
CAPID: Context-Aware PII Detection for Question-Answering Systems
Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad, D. B. Emerson, Shubhankar Mohapatra, Xi He
- Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- Readers: Everyone
MIDST Challenge at SaTML 2025: Membership Inference over Diffusion-models-based Synthetic Tabular data
Masoumeh Shafieinejad, Xi He, Mahshid Alinoori, John Taylor Jewell, Sana Ayromlou, Wei Pang, Veronica Chatrath, Garui Sharma, Deval Pandya
- CoRR 2026
- Readers: Everyone
CAPID: Context-Aware PII Detection for Question-Answering Systems
Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad, D. B. Emerson, Shubhankar Mohapatra, Xi He
- CoRR 2026
- Readers: Everyone
MaskSQL: Safeguarding Privacy for LLM-Based Text-to-SQL via Abstraction
Sepideh Abedini, Shubhankar Mohapatra, D. B. Emerson, Masoumeh Shafieinejad, Jesse C. Cresswell, Xi He
- CoRR 2025
- Readers: Everyone
MaskSQL: Safeguarding Privacy for LLM-Based Text-to-SQL via Abstraction
Sepideh Abedini, Shubhankar Mohapatra, D. B. Emerson, Masoumeh Shafieinejad, Jesse C. Cresswell, Xi He
- RegML 2025 Poster
- Readers: Everyone
Adopt a PET! An Exploration of PETs, Policy, and Practicalities for Industry in Canada
Masoumeh Shafieinejad, Xi He, Bailey Kacsmar
- CoRR 2025
- Readers: Everyone
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
Wei Pang, Masoumeh Shafieinejad, Lucy Liu, Stephanie Hazlewood, Xi He
- NeurIPS 2024 poster
- Readers: Everyone
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
Wei Pang, Masoumeh Shafieinejad, Lucy Liu, Stephanie Hazlewood, Xi He
- NeurIPS 2024
- Readers: Everyone

View all 23 publications

Co-Authors

Alexander Norton
Bailey Kacsmar
Basit Khurram
D. B. Emerson
Deval Pandya
Erik-Oliver Blass
Florian Kerschbaum
Garui Sharma
Haochen Sun
Huseyin A. Inan
Ihab F. Ilyas
Jesse C. Cresswell
Jiaqi Wang
Jin Yang Liu
John A. Premkumar
John Taylor Jewell
Koray Karabina
Lucy Liu
Mahshid Alinoori
Marcello Hasegawa
Mariia Ponomarenko
Maryam Sepehri
Navid Nasr Esfahani
Nils Lukas
Rasoul Akhavan Mahdavi

View all 42 co-authors