Georg Pichler

Marco Romanelli

Divya Prakash Manivannan

Prashanth Krishnamurthy

Farshad Khorrami

Siddharth Garg

CoRR, 2024

2023

Bounding information leakage in machine learning.

[BibT_eX]

[DOI]

Neurocomputing, 2023

A Data-Driven Measure of Relative Uncertainty for Misclassification Detection.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

KNIFE: Kernelized-Neural Differential Entropy Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

A Differential Entropy Estimator for Training Neural Networks.

[BibT_eX]

[DOI]

Pierre Jean A. Colombo

Malik Boudiaf

Proceedings of the International Conference on Machine Learning, 2022

Leveraging Adversarial Examples to Quantify Membership Information Leakage.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Modelling the Utility of Group Testing for Public Health Surveillance.

[BibT_eX]

[DOI]

CoRR, 2021

Privacy-Preserving Synthetic Smart Meters Data.

[BibT_eX]

[DOI]

Ganesh Del Grosso

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

2020

On the Estimation of Information Measures of Continuous Distributions.

[BibT_eX]

[DOI]

CoRR, 2020

On Direct Distribution Matching for Adapting Segmentation Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2018

Information Bottleneck on General Alphabets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

A multiple description CEO problem with log-loss distortion.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Entropy and Source Coding for Integer-Dimensional Singular Random Variables.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Two Dictator Functions Maximize Mutual Information.

[BibT_eX]

[DOI]

CoRR, 2016

A Tight Upper Bound on the Mutual Information of Two Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Distributed information-theoretic biclustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

Distributed information-theoretic biclustering of two memoryless sources.

[BibT_eX]

[DOI]