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Yes We can: Watermarking machine learning models beyond classification

Lounici Sofiane , Mohamed Njeh , Orhan Ermis , Melek Önen , Slim Trabelsi
CFS 2021, 34th IEEE Computer Security Foundations Symposium, Jun 2021, Dubrovnik, Croatia. ⟨10.1109/CSF51468.2021.00044⟩
Conference papers hal-03220793v1
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A P2P Based Usage Control Enforcement Scheme Resilient to Re-injection Attacks

Iraklis Leontiadis , Refik Molva , Melek Önen
Reports hal-00868404v1

Safebook: A distributed privacy preserving Online Social Network

Leucio Antonio Cutillo , Refik Molva , Melek Önen
WowMom 2011, IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks, Jun 2011, Lucca, Italy. pp.1 - 3, ⟨10.1109/WoWMoM.2011.5986118⟩
Conference papers hal-00687155v1

Safebook : privacy preserving online social network

Leucio Antonio Cutillo , Refik Molva , Melek Önen
Internet Privacy Workshop, IAB/W3C/ISOC/MIT, Dec 2010, Cambridge, United States. pp.1 - 2
Conference papers hal-00687167v1

A Leakage-Abuse Attack Against Multi-User Searchable Encryption

Cédric van Rompay , Refik Molva , Melek Önen
Proceedings on Privacy Enhancing Technologies, 2017, 2017 (3), ⟨10.1515/popets-2017-0034⟩
Journal articles hal-01623868v1
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Securing multicast communications in satellite networks: A user-centric approach

Melek Önen
domain_other. Télécom ParisTech, 2005. English. ⟨NNT : ⟩
Theses pastel-00001363v1
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PAC: Privacy-Preserving Arrhythmia Classification with Neural Networks

Mohamad Mansouri , Beyza Bozdemir , Melek Önen , Orhan Ermis
FPS 2019, International Symposium on Foundations and Practice of Security, Nov 2019, Toulouse, France. pp.3-19, ⟨10.1007/978-3-030-45371-8_1⟩
Conference papers hal-03151095v1
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SwaNN: Switching among Cryptographic Tools for Privacy-Preserving Neural Network Predictions

Gamze Tillem , Beyza Bozdemir , Melek Önen
SECRYPT 2020, 17th International Conference on Security and Cryptography, Jul 2020, Lieusaint (en ligne), France. ⟨10.5220/0009890704970504⟩
Conference papers hal-03151082v1
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A Statistical Threshold for Adversarial Classification in Laplace Mechanisms

Ayşe Ünsal , Melek Önen
IEEE Information Theory Workshop 2021 (ITW), Oct 2021, Kanazawa (virtual), Japan
Conference papers hal-03332045v1
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Device Identification and Personal Data Attestation in Networks

Clémentine Gritti , Melek Önen , Refik Molva , Willy Susilo , Thomas Plantard
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 2018, 9 (4), ⟨10.22667/JOWUA.2018.12.31.001⟩
Journal articles hal-03560582v1
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Calibrating the Attack to Sensitivity in Differentially Private Mechanisms

Ayşe Ünsal , Melek Önen
Journal of Cybersecurity and Privacy, 2022, 2 (4), pp.830-852. ⟨10.3390/jcp2040042⟩
Journal articles hal-03824523v1

Privacy and Identity Management. Data for Better Living: AI and Privacy

Michael Friedewald , Melek Önen , Eva Lievens , Stephan Krenn , Samuel Fricker
Springer International Publishing, AICT-576, 2020, IFIP Advances in Information and Communication Technology, 978-3-030-42503-6. ⟨10.1007/978-3-030-42504-3⟩
Books hal-03378968v1
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Privacy Preserving Image Registration

Riccardo Taiello , Melek Önen , Olivier Humbert , Marco Lorenzi
MICCAI 2022 - Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore
Conference papers hal-03697446v3

Analysis of Privacy in Online Social Networks from the Graph Theory Perspective

Leucio Antonio Cutillo , Refik Molva , Melek Önen
Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE, Dec 2011, Houston, TX, United States. pp.1-5, ⟨10.1109/GLOCOM.2011.6133517⟩
Conference papers hal-00687150v1

Multi-user Searchable Encryption in the Cloud

Cédric van Rompay , Melek Önen , Refik Molva
Information Security - 18th International Conference, ISC 2015, Sep 2015, Trondheim, Norway. ⟨10.1007/978-3-319-23318-5_17⟩
Conference papers hal-01502213v1
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Secure Aggregation Against Malicious Users

Ferhat Karakoç , Melek Önen , Zeki Bilgin
SACMAT 2021, 26th ACM Symposium on Access Control Models and Technologies, Jun 2021, Barcelona (virtual), Spain. pp.115-124, ⟨10.1145/3450569.3463572⟩
Conference papers hal-03345683v1
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ProteiNN: Privacy-preserving one-to-many Neural Network classifications

Beyza Bozdemir , Orhan Ermis , Melek Önen
SECRYPT 2020, 17th International Joint Conference on Security and Cryptography, Jul 2020, Lieusaint (on line), France. ⟨10.5220/0009829603970404⟩
Conference papers hal-03151068v1
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A Practical TFHE-Based Multi-Key Homomorphic Encryption with Linear Complexity and Low Noise Growth ⋆

Yavuz Akın , Jakub Klemsa , Melek Önen
Preprints, Working Papers, ... hal-04069614v1

A Cloud Accountability Policy Representation Framework

Walid Benghabrit , Hervé Grall , Jean-Claude Royer , Mohamed Sellami , Monir Azraoui , et al.
CLOSER - 4th International Conference on Cloud Computing and Services Science, Apr 2014, Barcelone, Spain
Conference papers hal-00941872v1
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SoK: Cryptography for Neural Networks

Monir Azraoui , Muhammad Bahram , Beyza Bozdemir , Sébastien Canard , Eleonora Ciceri , et al.
IFIP 2019, IFIP Summer School on Privacy and Identity Management, Aug 2019, Brugg Windisch, Switzerland. ⟨10.1007/978-3-030-42504-3_5⟩
Conference papers hal-03151115v1
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Funshade: Function Secret Sharing for Two-Party Secure Thresholded Distance Evaluation

Alberto Ibarrondo , Hervé Chabanne , Melek Önen
PETS 2023, 23rd Privacy Enhancing Technologies Symposium, Jul 2023, Lausanne, Switzerland
Conference papers hal-04129231v1
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Grote: Group Testing for Privacy-Preserving Face Identification

Alberto Ibarrondo , Hervé Chabanne , Vincent Despiegel , Melek Önen
Preprints, Working Papers, ... hal-04000209v1

From Regulatory Obligations to Enforceable Accountability Policies in the Cloud

Walid Benghabrit , Hervé Grall , Jean-Claude Royer , Mohamed Sellami , Monir Azraoui , et al.
Cloud Computing and Services Sciences, Springer International Publishing Switzerland, 2015
Book sections hal-01214387v1
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Practical Privacy-Preserving Face Identification based on Function-Hiding Functional Encryption

Alberto Ibarrondo , Hervé Chabanne , Melek Önen
CANS 2021, 20th International Conference on Cryptology and Network Security, Dec 2021, Vienna, Austria
Conference papers hal-03358323v1

Privacy-Preserving Voice Anti-Spoofing Using Secure Multi-Party Computation

Oubaïda Chouchane , Baptiste Brossier , Jorge Esteban Gamboa Gamboa , Thomas Lardy , Hemlata Tak , et al.
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.856-860, ⟨10.21437/Interspeech.2021-983⟩
Conference papers hal-03556831v1

Lightweight secure bootstrap and message attestation in the internet of things

Clémentine Gritti , Refik Molva , Melek Önen
SAC 2018, 33rd ACM/SIGAPP Symposium On Applied Computing, Apr 2018, Pau, France. pp.775-782, ⟨10.1145/3167132.3167218⟩
Conference papers hal-03556973v1
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Membership Inference Attack Against Principal Component Analysis

Oualid Zari , Javier Parra-Arnau , Ayşe Ünsal , Thorsten Strufe , Melek Önen
PSD 2022, Privacy in Statistical Databases, Sep 2022, Paris, France. pp.269-282, ⟨10.1007/978-3-031-13945-1_19⟩
Conference papers hal-03779050v1
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Breaking and Fixing the Security Proof of Garbled Bloom Filters

Cédric Van Rompay , Melek Önen
32th IFIP Annual Conference on Data and Applications Security and Privacy (DBSec), Jul 2018, Bergamo, Italy. pp.263-277, ⟨10.1007/978-3-319-95729-6_17⟩
Conference papers hal-01954406v1
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Parallel Operations over TFHE-Encrypted Multi-Digit Integers *

Jakub Klemsa , Melek Önen
CODASPY 2022, 12th ACM Conference on Data and Application Security and Privacy, Apr 2022, Baltimore, United States. pp.288-299, ⟨10.1145/3508398.3511527⟩
Conference papers hal-03537100v1
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Privacy preserving similarity detection for data analysis

Iraklis Leontiadis , Melek Önen , Refik Molva , M.J. Chorley , G.B. Colombo
In Proceedings Collective Social Awareness and Relevance Workshop 2013, Sep 2013, Karlsruhe, Germany. pp.Article No.: 3
Conference papers hal-00868402v1