Meenatchi Sundaram Muthu Selva Annamalai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Differentially Private

Homomorphic Encryption

Differential Privacy

Collective Learning

Top Venues

USENIX Security Symposium

Publications

Meenatchi Sundaram Muthu Selva Annamalai
It's Our Loss: No Privacy Amplification for Hidden State DP-SGD With Non-Convex Loss. CoRR (2024)
Meenatchi Sundaram Muthu Selva Annamalai, Emiliano De Cristofaro
Nearly Tight Black-Box Auditing of Differentially Private Machine Learning. CoRR (2024)
Meenatchi Sundaram Muthu Selva Annamalai, Georgi Ganev, Emiliano De Cristofaro
"What do you want from theory alone?" Experimenting with Tight Auditing of Differentially Private Synthetic Data Generation. USENIX Security Symposium (2024)
Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Emiliano De Cristofaro
The Elusive Pursuit of Replicating PATE-GAN: Benchmarking, Auditing, Debugging. CoRR (2024)
Meenatchi Sundaram Muthu Selva Annamalai, Andrea Gadotti, Luc Rocher
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic Data. USENIX Security Symposium (2024)
Meenatchi Sundaram Muthu Selva Annamalai, Georgi Ganev, Emiliano De Cristofaro
"What do you want from theory alone?" Experimenting with Tight Auditing of Differentially Private Synthetic Data Generation. CoRR (2024)
Meenatchi Sundaram Muthu Selva Annamalai, Andrea Gadotti, Luc Rocher
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic Data. CoRR (2023)
Meenatchi Sundaram Muthu Selva Annamalai, Igor Bilogrevic, Emiliano De Cristofaro
FP-Fed: Privacy-Preserving Federated Detection of Browser Fingerprinting. CoRR (2023)
Andrea Gadotti, Florimond Houssiau, Meenatchi Sundaram Muthu Selva Annamalai, Yves-Alexandre de Montjoye
Pool Inference Attacks on Local Differential Privacy: Quantifying the Privacy Guarantees of Apple's Count Mean Sketch in Practice. CoRR (2023)
Andrea Gadotti, Florimond Houssiau, Meenatchi Sundaram Muthu Selva Annamalai, Yves-Alexandre de Montjoye
Pool Inference Attacks on Local Differential Privacy: Quantifying the Privacy Guarantees of Apple's Count Mean Sketch in Practice. USENIX Security Symposium (2022)
Jestine Paul, Meenatchi Sundaram Muthu Selva Annamalai, William Ming, Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung
Privacy-Preserving Collective Learning With Homomorphic Encryption. IEEE Access 9 (2021)