1. UNSAL Ayse
  2. UNSAL Ayse
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UNSAL Ayse

Conference

Unsal, Ayse; Önen, Melek

Chernoff information as a privacy constraint for adversarial classification

Submitted to ArXiV, 15 March 2024
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Tutorial

Unsal, Ayse; Önen, Melek

Information-theoretic approaches to differential privacy

ACM Computing Surveys, Volume 56, Issue 3, Article N°76, 6 October 2023
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Conference

Zari, Oualid; Parra-Arnau, Javier; Ünsal, Ayse; Önen, Melek

Node injection link stealing attack

Submitted to ArXiV, 25 July 2023
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Tutorial

Unsal, Ayse ; Önen, Melek

Information - Theoretic approaches to differential privacy

ACM Computing Surveys, 17 June 2023
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Journal

Unsal, Ayse ; Önen, Melek

Calibrating the attack to sensitivity in differentially private mechanisms

Journal of Cybersecurity and Privacy, Vol. 2, N°4, 18 October 2022

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Conference

Zari, Oualid; Parra-Arnau, Javier; Unsal, Ayse; Strufe, Thorsten; Önen, Melek

Membership inference attack against principal component analysis

PSD 2022, Privacy in Statistical Databases, 21-23 September 2022, Paris, France
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Report

Zari, Oualid; Parra-Arna, Javier; Ünsal, Ayse; Strufe, Thorsten; Önen, Melek

Membership inference attack against principal component analysis

Research Report RR-22-349, 16 June 2022
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Conference

Unsal, Ayse ; Önen, Melek

Adversarial classification under Gaussian mechanism: Calibrating the attack to sensitivity

Submitted to ArXiV, 24 January 2022
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Talk

Unsal, Ayse ; Önen, Melek

A statistical threshold for adversarial classification in laplace mechanisms

3IA Workshop, 22 November 2021, Toulouse, France
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Report

Unsal, Ayse; Knopp, Raymond

On the distribution of the weighted sum of chi-squared variables

Report, 22 October 2021
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