Linear Scalarization for Byzantine-robust learning on non-IID data. - Latifa Errami; El Houcine Bergou (CoRR, 2022)

Tolerating Outliers: Gradient-Based Penalties for Byzantine Robustness and Inclusion. - Latifa Errami; El Houcine Bergou (IJCAI, 2024)

Leveraging Gradient Noise for Detection and Filtering of Byzantine Clients. - Latifa Errami; Vyacheslav Kungurtsev; El Houcine Bergou (IEEE Access, 2025)