Privacy-Preserving Voice Anti-Spoofing Using Secure Multi-Party Computation. - Oubaïda Chouchane; Baptiste Brossier; Jorge Esteban Gamboa Gamboa; Thomas Lardy; Hemlata Tak; Orhan Ermis; Madhu R. Kamble; Jose Patino 001; Nicholas W. D. Evans; Melek Önen; Massimiliano Todisco (Interspeech, 2021)

Fairness and Privacy in Voice Biometrics: A Study of Gender Influences Using wav2vec 2.0. - Oubaïda Chouchane; Michele Panariello; Chiara Galdi; Massimiliano Todisco; Nicholas W. D. Evans (BIOSIG, 2023)

Differentially Private Adversarial Auto-Encoder to Protect Gender in Voice Biometrics. - Oubaïda Chouchane; Michele Panariello; Oualid Zari; Ismet Kerenciler; Imen Chihaoui; Massimiliano Todisco; Melek Önen (IH&MMSec, 2023)

Privacy-preserving Cosine Similarity Computation with Malicious Security Applied to Biometric Authentication. - Nan Cheng; Melek Önen; Aikaterini Mitrokotsa; Oubaïda Chouchane; Massimiliano Todisco; Alberto Ibarrondo (IACR Cryptol. ePrint Arch., 2023)

Nomadic: Normalising Maliciously-Secure Distance with Cosine Similarity for Two-Party Biometric Authentication. - Nan Cheng; Melek Önen; Aikaterini Mitrokotsa; Oubaïda Chouchane; Massimiliano Todisco; Alberto Ibarrondo (AsiaCCS, 2024)

A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness. - Oubaïda Chouchane; Christoph Busch 001; Chiara Galdi; Nicholas W. D. Evans; Massimiliano Todisco (Odyssey, 2024)

Advances in Privacy Preservation and Fairness Assessment for Voice Biometrics. (Progrès en matière de préservation de la vie privée et d'évaluation de l'équité pour la biométrie vocale). - Oubaïda Chouchane (2024)