Forecast Analysis of the COVID-19 Incidence in Lebanon: Prediction of Future Epidemiological Trends to Plan More Effective Control Programs. - Salah El Falou; Fouad Trad (CoRR, 2021)

Using Siamese Neural Networks for Efficient and Accurate IoT Device Identification. - Fouad Trad; Ali Hussein; Ali Chehab (FMEC, 2022)

Testing Different COVID-19 Vaccination Strategies Using an Agent-Based Modeling Approach. - Fouad Trad; Salah El Falou (SN Comput. Sci., 2022)

Large Multimodal Agents for Accurate Phishing Detection with Enhanced Token Optimization and Cost Reduction. - Fouad Trad; Ali Chehab (FLLM, 2024)

Accelerating Systematic Reviews Via Natural Language Processing. - Fatima Nasser; Fouad Trad; Marlene Chakhtoura; Ghada El-Hajj Fuleihan; Ali Chehab (ICCA, 2024)

To Ensemble or Not: Assessing Majority Voting Strategies for Phishing Detection with Large Language Models. - Fouad Trad; Ali Chehab (ISPR (1), 2024)

Streamlining Systematic Reviews: A Novel Application of Large Language Models. - Fouad Trad; Ryan Yammine; Jana Charafeddine; Marlene Chakhtoura; Maya Rahme; Ghada El-Hajj Fuleihan; Ali Chehab (CoRR, 2024)

MLPhishChain: a machine learning-based blockchain framework for reducing phishing threats. - Fouad Trad; Elie Semaan-Nasr; Ali Chehab (Frontiers Blockchain, 2024)

Prompt Engineering or Fine-Tuning? A Case Study on Phishing Detection with Large Language Models. - Fouad Trad; Ali Chehab (Mach. Learn. Knowl. Extr., 2024)

Leveraging Large Language Models for Reducing False Positives and Prioritizing Alerts in Intrusion Detection Systems. - Ali Mustafa; Fouad Trad; Ali Chehab (AINA (4), 2025)

Augmenting a spine CT scans dataset using VAEs, GANs, and transfer learning for improved detection of vertebral compression fractures. - Zeina El Kojok; Hadi Al-Khansa; Fouad Trad; Ali Chehab (Comput. Biol. Medicine, 2025)

Stacking Large Language Models is All You Need: A Case Study on Phishing Url Detection. - Hawraa Nasser; Fouad Trad; Ali Chehab (J. Artif. Intell. Soft Comput. Res., 2025)

Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis. - Fouad Trad; Ali Chehab (CoRR, 2025)

Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models versus Fine-Tuned Vision Transformers in Image-Based Security Applications. - Fouad Trad; Ali Chehab (ACM Trans. Intell. Syst. Technol., 2025)