Katarzyna Kapusta

According to our database, Katarzyna Kapusta authored at least 33 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Protecting ownership rights of ML models using watermarking in the light of adversarial attacks.

Katarzyna Kapusta, Lucas Mattioli, Boussad Addad, Mohammed Lansari

AI Ethics, February, 2024

A White-Box Watermarking Modulation for Encrypted DNN in Homomorphic Federated Learning.

Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux

Proceedings of the 21st International Conference on Security and Cryptography, 2024

Homeopathic Poisoning of RAG Systems.

Boussad Addad, Katarzyna Kapusta

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops, 2024

SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space.

Francesco Regazzoni, Gergely Ács, Albert Zoltan Aszalos, Christos Avgerinos, Nikolaos Bakalos, Josep Lluis Berral, Joppe W. Bos, Marco Brohet, Andrés G. Castillo Sanz, Gareth T. Davies, Stefanos Florescu, Pierre-Elisée Flory, Alberto Gutierrez-Torre, Evangelos Haleplidis, Alice Héliou, Sotirios Ioannidis, Alexander Islam El-Kady, Katarzyna Kapusta, Konstantina Karagianni, Pieter Kruizinga, Kyrian Maat, Zoltán Ádám Mann, Kalliopi Mastoraki, SeoJeong Moon, Maja Nisevic, Balázs Pejó, Kostas Papagiannopoulos, Vassilis Paliouras, Paolo Palmieri, Francesca Palumbo, Juan Carlos Pérez Baun, Péter Pollner, Eduard Porta-Pardo, Luca Pulina, Muhammad Ali Siddiqi, Daniela Spajic, Christos Strydis, Georgios Tasopoulos, Vincent Thouvenot, Christos Tselios, Apostolos P. Fournaris

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection.

Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux

Mach. Learn. Knowl. Extr., December, 2023

2022

Constant Size Secret Sharing: with General Thresholds, Towards Standard Assumptions, and Applications.

Katarzyna Kapusta, Matthieu Rambaud, Ferdinand Sibleyras

IACR Cryptol. ePrint Arch., 2022

A Secure Federated Learning: Analysis of Different Cryptographic Tools.

Oana Stan, Vincent Thouvenot, Aymen Boudguiga, Katarzyna Kapusta, Martin Zuber, Renaud Sirdey

Proceedings of the 19th International Conference on Security and Cryptography, 2022

PE-AONT: Partial Encryption All or Nothing Transform.

Katarzyna Kapusta, Gérard Memmi

Proceedings of the 19th International Conference on Security and Cryptography, 2022

Federated machine learning through edge ready architectures with privacy preservation as a service.

Konstantinos Koutsopoulos, Antoine Simon, Benjamin Ertl, Spyridon L. Tompros, Katarzyna Kapusta, Gouenou Coatrieux, Anastasius Gavras, Giannis Ledakis, Orazio Toscano, Stefan Covaci, Christoph Thümmler

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021

A Protocol for Secure Verification of Watermarks Embedded into Machine Learning Models.

Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Hugo Beguinet, Hugo Senet

Proceedings of the IH&MMSec '21: ACM Workshop on Information Hiding and Multimedia Security, 2021

2020

Multi-hop Data Fragmentation in Energy Harvesting Wireless Sensor Networks.

Keun Woo Lim, Katarzyna Kapusta, Gérard Memmi, Woo-Sung Jung

Proceedings of the 2020 Global Internet of Things Summit, 2020

Revisiting Shared Data Protection Against Key Exposure.

Katarzyna Kapusta, Matthieu Rambaud, Gérard Memmi

Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

2019

All-Or-Nothing data protection for ubiquitous communication: Challenges and perspectives.

Han Qiu, Katarzyna Kapusta, Zhihui Lu, Meikang Qiu, Gérard Memmi

Inf. Sci., 2019

Circular All-Or-Nothing: Revisiting Data Protection Against Key Exposure.

Katarzyna Kapusta, Gérard Memmi, Matthieu Rambaud

CoRR, 2019

Multi-hop Data Fragmentation in Unattended Wireless Sensor Networks.

Keun Woo Lim, Katarzyna Kapusta, Gérard Memmi, Woo-Sung Jung

CoRR, 2019

Additively homomorphic encryption and fragmentation scheme for data aggregation inside unattended wireless sensor networks.

Katarzyna Kapusta, Gérard Memmi, Hassan Noura

Ann. des Télécommunications, 2019

Secure Data Sharing with Fast Access Revocation through Untrusted Clouds.

Katarzyna Kapusta, Han Qiu, Gérard Memmi

Proceedings of the 10th IFIP International Conference on New Technologies, 2019

Poster Abstract: Secure Data Sharing by Means of Fragmentation, Encryption, and Dispersion.

Katarzyna Kapusta, Han Qiu, Gérard Memmi

Proceedings of the IEEE INFOCOM 2019, 2019

Reinforcing Protection Against Chosen-Plaintext Attack Using Ciphertext Fragmentation in Multi-cloud Environments.

Katarzyna Kapusta, Han Qiu, Gérard Memmi

Proceedings of the 6th IEEE International Conference on Cyber Security and Cloud Computing, 2019

2018

Protecting data confidentiality combining data fragmentation, encryption, and dispersal over a distributed environment. (Protection de la confidentialité des données par un ensemble de méthodes de fragmentation, chiffrement, et dispersion dans un environnement distribué).

Katarzyna Kapusta

PhD thesis, 2018

PE-AONT: Partial Encryption combined with an All-or-Nothing Transform.

Katarzyna Kapusta, Gérard Memmi

CoRR, 2018

A Fast Fragmentation Algorithm For Data Protection In a Multi-Cloud Environment.

Katarzyna Kapusta, Gérard Memmi

CoRR, 2018

Enhancing Data Protection in a Distributed Storage Environment Using Structure-Wise Fragmentation and Dispersal of Encrypted Data.

Katarzyna Kapusta, Gérard Memmi

Proceedings of the 17th IEEE International Conference On Trust, 2018

A Fast and Scalable Fragmentation Algorithm for Data Protection Using Multi-storage over Independent Locations.

Katarzyna Kapusta, Gérard Memmi

Proceedings of the Security and Trust Management - 14th International Workshop, 2018

Selective All-Or-Nothing Transform: Protecting Outsourced Data Against Key Exposure.

Katarzyna Kapusta, Gérard Memmi

Proceedings of the Cyberspace Safety and Security - 10th International Symposium, 2018

Circular AON: A Very Fast Scheme to Protect Encrypted Data Against Key Exposure.

Katarzyna Kapusta, Gérard Memmi

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017

An Efficient Keyless Fragmentation Algorithm for Data Protection.

Katarzyna Kapusta, Gérard Memmi, Hassan Noura

CoRR, 2017

Data protection by means of fragmentation in various different distributed storage systems - a survey.

Katarzyna Kapusta, Gérard Memmi

CoRR, 2017

Secure and resilient scheme for data protection in unattended wireless sensor networks.

Katarzyna Kapusta, Gérard Memmi, Hassan Noura

Proceedings of the 1st Cyber Security in Networking Conference, 2017

2016

POSTER: A Keyless Efficient Algorithm for Data Protection by Means of Fragmentation.

Katarzyna Kapusta, Gérard Memmi, Hassan Noura

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

Data Protection: Combining Fragmentation, Encryption, and Dispersion, an Intermediary report.

Gérard Memmi, Katarzyna Kapusta, Han Qiu

CoRR, 2015

Data protection: Combining fragmentation, encryption, and dispersion.

Gérard Memmi, Katarzyna Kapusta, Han Qiu

Proceedings of the International Conference on Cyber Security of Smart Cities, 2015

Data protection by means of fragmentation in distributed storage systems.

Katarzyna Kapusta, Gérard Memmi

Proceedings of the International Conference on Protocol Engineering, 2015