Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. Martine De Cock

Faculty of Sciences > Department of Mathematics, Computer Science and Statistics

ORCID iD: 0000-0001-7917-0771

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Privacy-preserving group fairness in cross-device federated learning

Sikha Pentyala, Nicola Neophytou, Anderson Nascimento, Martine De Cock (UGent) and Golnoosh Farnadi

(2025) Proceedings of the algorithmic fairness through the lens of metrics and evaluation. In Proceedings of Machine Learning Research 279. p.173-198
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- Conference Paper
- C1
Evaluation of an AI-assisted platform to support tuberculosis care delivery

Sarah Iribarren, Weichao Yuwen, Daniil Filienko, Haroon Jakher, Mahek Nizar, Alfie Vidrio, Charles Kwanin, Denise Galdamez, Javier Roberti and Martine De Cock (UGent)

(2025) MEDINFO 2025 : Healthcare Smart × Medicine Deep. In Studies in Health Technology and Informatics 329. p.1550-1552
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Enhancing privacy in the early detection of sexual predators through federated learning and differential privacy

Khaoula Chehbouni, Martine De Cock (UGent) , Gilles Caporossi, Afaf Taik, Reihaneh Rabbany and Golnoosh Farnadi

(2025) THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 27. In AAAI Conference on Artificial Intelligence p.27887-27895
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- Conference Paper
- P1
Developing an AI-assisted platform to support tuberculosis care delivery

Sarah Iribarren, Weichao Yuwen and Martine De Cock (UGent)

(2024) DIGITAL HEALTH AND INFORMATICS INNOVATIONS FOR SUSTAINABLE HEALTH CARE SYSTEMS, MIE 2024. In Studies in Health Technology and Informatics 316. p.839-840
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CaPS : Collaborative and Private Synthetic data generation from distributed sources

Sikha Pentyala, Mayana Pereira and Martine De Cock (UGent)

(2024) 41st International Conference on Machine Learning (ICML), Proceedings. In Proceedings of Machine Learning Research 235. p.40397-40413
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- Conference Paper
- C1
- open access
Toward Large Language Models as a therapeutic tool : comparing prompting techniques to improve GPT-delivered problem-solving therapy

Daniil Filienko, Yinzhou Wang, Caroline El Jazmi, Serena Xie, Trevor Cohen, Martine De Cock (UGent) and Weichao Yuwen

(2024) AMIA 2024 Annual Symposium. In AMIA Annual Symposium proceedings 2024. p.417-426
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- Journal Article
- A2
- open access
Privacy-preserving membership queries for federated anomaly detection

Jelle Vos, Sikha Pentyala, Steven Golob, Ricardo Maia, Dean Kelley, Zekeriya Erkin, Martine De Cock (UGent) and Anderson Nascimento

(2024) PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES. 2024(3). p.186-201
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- Journal Article
- A1
- open access
An end-to-end framework for private DGA detection as a service

Ricardo J. M. Maia, Dustin Ray, Sikha Pentyala, Rafael Dowsley, Martine De Cock (UGent) , Anderson C. A. Nascimento and Ricardo Jacobi

(2024) PLOS ONE. 19(8).
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- Conference Paper
- P1
- open access
A decentralized information marketplace preserving input and output privacy

Steven Golob, Sikha Pentyala, Rafael Dowsley, Bernardo David, Mario Larangeira, Martine De Cock (UGent) and Anderson Nascimento

(2023) PROCEEDINGS OF THE 2ND ACM DATA ECONOMY WORKSHOP, DEC 2023.
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- Conference Paper
- P1
- open access
Privacy-preserving fair item ranking

Jia Ao Sun, Sikha Pentyala, Martine De Cock (UGent) and Golnoosh Farnadi

(2023) ADVANCES IN INFORMATION RETRIEVAL, ECIR 2023, PT II. In Lecture Notes in Computer Science 13981. p.188-203

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