Fouad Trad

24 papers Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Chained Prompting for Better Systematic Review Search Strategies.
CoRR
Fatima Nasser, Fouad Trad, Ammar Mohanna, Ghada El-Hajj Fuleihan, Ali Chehab
2025 J jnl
Augmenting a spine CT scans dataset using VAEs, GANs, and transfer learning for improved detection of vertebral compression fractures.
Comput. Biol. Medicine
Zeina El Kojok, Hadi Al-Khansa, Fouad Trad, Ali Chehab
2025 — conf
CLASP: Cost-Optimized LLM-based Agentic System for Phishing Detection.
ICECET
Fouad Trad, Ali Chehab
2025 J jnl
CLASP: Cost-Optimized LLM-based Agentic System for Phishing Detection.
CoRR
Fouad Trad, Ali Chehab
2025 — conf
Chained Prompting for Better Systematic Review Search Strategies.
FLLM
Fatima Nasser, Fouad Trad, Ammar Mohanna, Ghada El-Hajj Fuleihan, Ali Chehab
2025 J jnl
Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis.
CoRR
Fouad Trad, Ali Chehab
2025 J jnl
Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models versus Fine-Tuned Vision Transformers in Image-Based Security Applications.
ACM Trans. Intell. Syst. Technol.
Fouad Trad, Ali Chehab
2025 — conf
Leveraging Large Language Models for Reducing False Positives and Prioritizing Alerts in Intrusion Detection Systems.
AINA (4)
Ali Mustafa, Fouad Trad, Ali Chehab
2025 — conf
Retrieval-Augmented Few-Shot Prompting Versus Fine-Tuning for Code Vulnerability Detection.
FLLM
Fouad Trad, Ali Chehab
2025 J jnl
Retrieval-Augmented Few-Shot Prompting Versus Fine-Tuning for Code Vulnerability Detection.
CoRR
Fouad Trad, Ali Chehab
2025 J jnl
Service Life Prediction in Pipelines Using Machine Learning Techniques.
Int. J. Comput. Intell. Syst.
Michael Tawk, Samir Mustapha, Fouad Trad, George Saad
2025 J jnl
Stacking Large Language Models is All You Need: A Case Study on Phishing Url Detection.
J. Artif. Intell. Soft Comput. Res.
Hawraa Nasser, Fouad Trad, Ali Chehab
2024 — conf
Accelerating Systematic Reviews Via Natural Language Processing.
ICCA
Fatima Nasser, Fouad Trad, Marlene Chakhtoura, Ghada El-Hajj Fuleihan, Ali Chehab
2024 J jnl
Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications.
CoRR
Fouad Trad, Ali Chehab
2024 — conf
Large Multimodal Agents for Accurate Phishing Detection with Enhanced Token Optimization and Cost Reduction.
FLLM
Fouad Trad, Ali Chehab
2024 J jnl
Large Multimodal Agents for Accurate Phishing Detection with Enhanced Token Optimization and Cost Reduction.
CoRR
Fouad Trad, Ali Chehab
2024 J jnl
MLPhishChain: a machine learning-based blockchain framework for reducing phishing threats.
Frontiers Blockchain
Fouad Trad, Elie Semaan-Nasr, Ali Chehab
2024 J jnl
Prompt Engineering or Fine-Tuning? A Case Study on Phishing Detection with Large Language Models.
Mach. Learn. Knowl. Extr.
Fouad Trad, Ali Chehab
2024 J jnl
Streamlining Systematic Reviews: A Novel Application of Large Language Models.
CoRR
Fouad Trad, Ryan Yammine, Jana Charafeddine, Marlene Chakhtoura, Maya Rahme, Ghada El-Hajj Fuleihan, Ali Chehab
2024 — conf
To Ensemble or Not: Assessing Majority Voting Strategies for Phishing Detection with Large Language Models.
ISPR (1)
Fouad Trad, Ali Chehab
2024 J jnl
To Ensemble or Not: Assessing Majority Voting Strategies for Phishing Detection with Large Language Models.
CoRR
Fouad Trad, Ali Chehab
2022 J jnl
Testing Different COVID-19 Vaccination Strategies Using an Agent-Based Modeling Approach.
SN Comput. Sci.
Fouad Trad, Salah El Falou
2022 — conf
Using Siamese Neural Networks for Efficient and Accurate IoT Device Identification.
FMEC
Fouad Trad, Ali Hussein, Ali Chehab
2021 J jnl
Forecast Analysis of the COVID-19 Incidence in Lebanon: Prediction of Future Epidemiological Trends to Plan More Effective Control Programs.
CoRR
Salah El Falou, Fouad Trad