Fouad Trad

According to our database, Fouad Trad authored at least 14 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis.

Fouad Trad, Ali Chehab

CoRR, May, 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

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

Leveraging Large Language Models for Reducing False Positives and Prioritizing Alerts in Intrusion Detection Systems.

Ali Mustafa, Fouad Trad, Ali Chehab

Proceedings of the Advanced Information Networking and Applications, 2025

2024

Prompt Engineering or Fine-Tuning? A Case Study on Phishing Detection with Large Language Models.

Fouad Trad, Ali Chehab

Mach. Learn. Knowl. Extr., March, 2024

MLPhishChain: a machine learning-based blockchain framework for reducing phishing threats.

Fouad Trad, Elie Semaan-Nasr, Ali Chehab

Frontiers Blockchain, 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

Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications.

Fouad Trad, Ali Chehab

CoRR, 2024

To Ensemble or Not: Assessing Majority Voting Strategies for Phishing Detection with Large Language Models.

Fouad Trad, Ali Chehab

Proceedings of the Intelligent Systems and Pattern Recognition, 2024

Accelerating Systematic Reviews Via Natural Language Processing.

Fatima Nasser, Fouad Trad, Marlene Chakhtoura, Ghada El-Hajj Fuleihan, Ali Chehab

Proceedings of the International Conference on Computer and Applications, 2024

Large Multimodal Agents for Accurate Phishing Detection with Enhanced Token Optimization and Cost Reduction.

Fouad Trad, Ali Chehab

Proceedings of the 2nd International Conference on Foundation and Large Language Models, 2024

2022

Testing Different COVID-19 Vaccination Strategies Using an Agent-Based Modeling Approach.

Fouad Trad, Salah El Falou

SN Comput. Sci., 2022

Using Siamese Neural Networks for Efficient and Accurate IoT Device Identification.

Fouad Trad, Ali Hussein, Ali Chehab

Proceedings of the Seventh International Conference on Fog and Mobile Edge Computing, 2022

2021

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