Peer to Peer Botnet Detection Based on Network Traffic Analysis. - Suzan Almutairi; Saoucene Mahfoudh; Jalal S. Alowibdi (NTMS, 2016)

Hybrid Botnet Detection Based on Host and Network Analysis. - Suzan Almutairi; Saoucene Mahfoudh; Sultan Almutairi; Jalal S. Alowibdi (J. Comput. Networks Commun., 2020)

Federated learning vulnerabilities, threats and defenses: A systematic review and future directions. - Suzan Almutairi; Ahmed Barnawi (Internet Things, 2023)

Exploring the Limitations of Federated Learning: A Novel Wasserstein Metric-Based Poisoning Attack on Traffic Sign Classification. - Suzan Almutairi; Ahmed Barnawi (IEEE Access, 2025)

Enhancing federated learning model adversarial robustness in autonomous vehicles: A lightweight framework with contrastive learning and spatial clustering. - Suzan Almutairi; Ahmed Barnawi (Knowl. Based Syst., 2025)