| 2026 | EACL | Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework. | Cla Chataigner, Rebecca Ma, Prakhar Ganesh, Yuhao Chen, Afaf Tak, Elliot Creager, Golnoosh Farnadi |
| 2025 | AAAI | Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy. | Khaoula Chehbouni, Martine De Cock, Gilles Caporossi, Afaf Tak, Reihaneh Rabbany, Golnoosh Farnadi |
| 2025 | AIES | Systemizing Multiplicity: The Curious Case of Arbitrariness in Machine Learning. | Prakhar Ganesh, Afaf Tak, Golnoosh Farnadi |
| 2025 | AIES | Fairness in Federated Learning: Fairness for Whom? | Afaf Tak, Khaoula Chehbouni, Golnoosh Farnadi |
| 2024 | AAAI | Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread. | Nicola Neophytou, Afaf Tak, Golnoosh Farnadi |
| 2024 | ACL | From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards. | Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Tak, Jackie Chi Kit Cheung, Golnoosh Farnadi |
| 2021 | LCN | Data-Quality Based Scheduling for Federated Edge Learning. | Afaf Tak, Hajar Moudoud, Soumaya Cherkaoui |