Bayes Security: A Not So Average Metric

Bayes Security: A Not So Average Metric

6 November 2020

K. Chatzikokolakis

Giovanni Cherubin

Carmela Troncoso

Papers citing "Bayes Security: A Not So Average Metric"

11 / 11 papers shown

Title
Evaluating Membership Inference Attacks in heterogeneous-data setups Bram van Dartel Marc Damie Florian Hahn MIACV MIALM 145 0 0 26 Feb 2025
Self-Defense: Optimal QIF Solutions and Application to Website Fingerprinting Andreas Athanasiou K. Chatzikokolakis C. Palamidessi AAML 22 0 0 15 Nov 2024
Beyond the Calibration Point: Mechanism Comparison in Differential Privacy Georgios Kaissis Stefan Kolek Borja Balle Jamie Hayes Daniel Rueckert 40 4 0 13 Jun 2024
Closed-Form Bounds for DP-SGD against Record-level Inference Giovanni Cherubin Boris Köpf Andrew J. Paverd Shruti Tople Lukas Wutschitz Santiago Zanella Béguelin 25 2 0 22 Feb 2024
The Fundamental Limits of Least-Privilege Learning Theresa Stadler B. Kulynych Michael Gastpar Nicoals Papernot Carmela Troncoso 20 1 0 19 Feb 2024
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective Héber H. Arcolezi Sébastien Gambs 25 1 0 04 Sep 2023
Pool Inference Attacks on Local Differential Privacy: Quantifying the Privacy Guarantees of Apple's Count Mean Sketch in Practice Andrea Gadotti Frederick Sell Reethika Ramesh Jinyuan Jia 19 18 0 14 Apr 2023
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy Héber H. Arcolezi Sébastien Gambs Jean-François Couchot C. Palamidessi 18 12 0 04 Sep 2022
Increasing Adversarial Uncertainty to Scale Private Similarity Testing Yiqing Hua Armin Namavari Kai-Wen Cheng Mor Naaman Thomas Ristenpart 14 4 0 03 Sep 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 267 1,808 0 14 Dec 2020
Disparate Vulnerability to Membership Inference Attacks B. Kulynych Mohammad Yaghini Giovanni Cherubin Michael Veale Carmela Troncoso 11 39 0 02 Jun 2019