Nathanael Teissier

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 12

Top Topics

Differential Privacy

Differentially Private

Privacy Preserving

Top Venues

FLAIRS Conference

Publications

Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier
Reconstructing Test Labels from Noisy Loss Functions. AISTATS (2022)
Jacob Imola, Shiva Prasad Kasiviswanathan, Stephen White, Abhinav Aggarwal, Nathanael Teissier
Balancing utility and scalability in metric differential privacy. UAI (2022)
Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier
Research Challenges in Designing Differentially Private Text Generation Mechanisms. FLAIRS Conference (2021)
Nan Xu, Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier
Density-Aware Differentially Private Textual Perturbations Using Truncated Gumbel Noise. FLAIRS Conference (2021)
Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier
On Codomain Separability and Label Inference from (Noisy) Loss Functions. CoRR (2021)
Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier
Label Inference Attacks from Log-loss Scores. CoRR (2021)
Abhinav Aggarwal, Shiva Prasad Kasiviswanathan, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier
Label Inference Attacks from Log-loss Scores. ICML (2021)
Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier
On a Utilitarian Approach to Privacy Preserving Text Generation. CoRR (2021)
Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier
A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric. CoRR (2020)
Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier
Research Challenges in Designing Differentially Private Text Generation Mechanisms. CoRR (2020)
Nan Xu, Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier
Differentially Private Adversarial Robustness Through Randomized Perturbations. CoRR (2020)
Abhinav Aggarwal, Zekun Xu, Oluwaseyi Feyisetan, Nathanael Teissier
On Primes, Log-Loss Scores and (No) Privacy. CoRR (2020)