Facial Region-Based Ensembling for Unsupervised Temporal Deepfake Localization. - Nesryne Mejri; Pavel Chernakov; Polina Kuleshova; Enjie Ghorbel; Djamila Aouada (ICME, 2024)

Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. - Nesryne Mejri; Laura Lopez-Fuentes; Kankana Roy; Pavel Chernakov; Enjie Ghorbel; Djamila Aouada (Expert Syst. Appl., 2024)

When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity. - Nesryne Mejri; Enjie Ghorbel; Anis Kacem 001; Pavel Chernakov; Niki Maria Foteinopoulou; Djamila Aouada (CoRR, 2025)