Comparative Study of Classification Algorithms for Cloud IDS using NSL-KDD Dataset in WEKA. - Saida Farhat; Manel Abdelkader; Amel Meddeb-Makhlouf; Faouzi Zarai (IWCMC, 2020)

Evaluation of DoS/DDoS Attack Detection with ML Techniques on CIC-IDS2017 Dataset. - Saida Farhat; Manel Abdelkader; Amel Meddeb-Makhlouf; Faouzi Zarai (ICISSP, 2023)

CADS-ML/DL: efficient cloud-based multi-attack detection system. - Saida Farhat; Manel Abdelkader; Amel Meddeb-Makhlouf; Faouzi Zarai (Int. J. Inf. Sec., 2023)

MF2S-CID: A dynamic multi-model framework for scalable and interpretable intrusion detection. - Saida Farhat; Ahmed Patel; Ana Luiza Bessa Barros; Alwi M. Bamhdi (Int. J. Inf. Sec., 2025)