← Authors

Martine De Cock

9 papers · 2011–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (14) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏆 Keyword Champion (2) 🚀 Conference Pioneer

Conferences

ICML (3) IJCAI (2) AAAI (1) ACL (1) NAACL (1) NIPS (1)

Top co-authors

Rafael Dowsley (3) Sikha Pentyala (2) Steven Schockaert (2) Reihaneh Rabbany (1) Els Lefever (1) Ariel Todoki (1) Gilles Caporossi (1) Ann Nowe (1) Afaf Taik (1) Khaoula Chehbouni (1)

Research topics

Differential Privacy (1) Privacy (1)

Keywords

secure multi-party computation (2) secure multiparty computation (2) convolutional neural network (2) text classification (2) privacy-preserving classification (2) video classification (1) emotion recognition (1) privacy preservation (1) hate speech detection (1) early detection (1) gini impurity (1) sexual predator detection (1) privacy-preserving machine learning (1) online grooming detection (1) federated learning (1) differential privacy (1) logistic regression (1) feature selection (1)

Papers

Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy AAAI 2025
CaPS: Collaborative and Private Synthetic Data Generation from Distributed Sources ICML 2024
Privacy-Preserving Video Classification with Convolutional Neural Networks ICML 2021
Private Text Classification with Convolutional Neural Networks NAACL 2021
Privacy-Preserving Feature Selection with Secure Multiparty Computation ICML 2021
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation NIPS 2019
Multilateral Negotiation in Boolean Games with Incomplete Information Using Generalized Possibilistic Logic IJCAI 2015
Towards a Deeper Understanding of Nonmonotonic Reasoning with Degrees IJCAI 2013
ParaSense or How to Use Parallel Corpora for Word Sense Disambiguation ACL 2011