1. ÖNEN Melek
  2. ÖNEN Melek
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ÖNEN Melek

Conference

Lounici, Sofiane; Önen, Melek; Ermis, Orhan; Trabelsi, Slim

BlindSpot: Watermarking through fairness

IH&MMSEC 2022, 10th ACM Workshop on Information Hiding and Multimedia Security, June 27-28, 2022, Santa Barbara, California, USA
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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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Talk

Önen, Melek

Vie privée et sécurité pour l’IA

MOMI 2022, Keynote talk in "Le Monde des Mathématiques Industrielles", 6ème édition, 30-31 May 2022, Sophia Antipolis, France
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Conference

Klemsa, Jakub; Önen, Melek

Parallel operations over TFHE-encrypted multi-digit integers

CODASPY 2022, 12th ACM Conference on Data and Application Security and Privacy, 24-26 April 2022, Baltimore-Washington DC, USA / Also on Eprint

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Talk

Mansouri, Mohamad; Önen, Melek; Ben Jaballah, Wafa; Conti, Mauro

SoK: Secure aggregation for federated learning

Séminaire de l'équipe Cybersecurity-Cryptography (Session Name: Federated Learning), Telecom ParisTech, 8 March 2022, Palaiseau, France
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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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ARXIV
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Talk

Önen, Melek

Privacy-preserving federated learning for healthcare

AI4Health Winter School, 10-14 January 2022 (Online Event)
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Conference

Ibarrondo, Alberto; Chabanne, Hervé; Önen, Melek

Practical privacy-preserving face identification based on function-hiding functional encryption

CANS 2021, 20th International Conference on Cryptology and Network Security, 13-15 December 2021, Vienna, Austria
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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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Conference

Unsal, Ayse; Önen, Melek

A statistical threshold for adversarial classification in laplace mechanisms

ITW 2021, IEEE Information Theory Workshop, 17-21 October 2021, Kanazawa, Japan (Virtual Event)
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