← Authors

Oluwaseyi Feyisetan

7 papers · 2020–2023 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

EMNLP (2) NAACL (2) AISTATS (1) EACL (1) ICML (1)

Top co-authors

Abhinav Aggarwal (5) Zekun Xu (5) Nathanael Teissier (5) Shiva Kasiviswanathan (3) FatemehSadat Mireshghallah (1) Patricia Thaine (1) Sepideh Ghanavati (1) Ivan Habernal (1)

Research topics

Differential Privacy (1) Privacy (1)

Keywords

differential privacy (4) log loss (2) membership inference (2) natural language processing (1) text generation (1) constrained optimization (1) utility optimization (1) bregman divergence (1) nearest neighbor (1) privacy preserving (1) mahalanobis distance (1) random projection (1) binary classifier (1) label inference attack (1) privacy auditing (1) metric space (1) text embedding (1) cross-entropy loss (1) information leakage (1) privacy leakage (1)

Papers

Privacy-Preserving Natural Language Processing EACL 2023
Reconstructing Test Labels from Noisy Loss Functions AISTATS 2022
On a Utilitarian Approach to Privacy Preserving Text Generation NAACL 2021
Private Release of Text Embedding Vectors NAACL 2021
Label Inference Attacks from Log-loss Scores ICML 2021
A Differentially Private Text Perturbation Method Using Regularized Mahalanobis Metric EMNLP 2020
On Log-Loss Scores and (No) Privacy EMNLP 2020