Insaf Kraidia

Most-cited papers

Efficient self-attention with smart pruning for sustainable large language models
S. Belhaouari, Insaf Kraidia
2025Scientific Reports42 citations Open access
Semantic Scholar
Defense against adversarial attacks: robust and efficient compressed optimized neural networks
Insaf Kraidia, Afifa Ghenai, S. Belhaouari
2024Scientific Reports28 citations Open access
Semantic Scholar
Federated learning in healthcare: Recent progress and challenges
Amara Miloudi, A. Laouid, A. Bounceur, Mostefa Kara +3 more
2026Computers & electrical engineering13 citations
Semantic Scholar
When collaboration fails: persuasion driven adversarial influence in multi agent large language model debate
Insaf Kraidia, Iyas Qaddara, Alhanof Almutairi, Nada Alzaben +1 more
2026Scientific Reports11 citations Open access
Semantic Scholar
A Multi-Faceted Approach to Trending Topic Attack Detection Using Semantic Similarity and Large-Scale Datasets
Insaf Kraidia, Afifa Ghenai, S. Belhaouari
2025IEEE Access10 citations Open access
Semantic Scholar
Towards Robust SEA Detection: Leveraging Model Diversity and Randomization Against Adversarial Attacks
Insaf Kraidia, S. Belhaouari
20252025 12th International Conference on Information Technology (ICIT)9 citations
Semantic Scholar
ExPSO-DL: An Exponential Particle Swarm Optimization Package for Deep Learning Model Optimization
Insaf Kraidia, Khelil Kassoul, N. Cheikhrouhou, Saima Hassan +1 more
2025Journal of Open Research Software5 citations Open access
Semantic Scholar
Forecasting Students' Academic Performance in Educational Data Using Machine Learning Techniques
N. Al-shanableh, M. Alzyoud, Ahmed Khalil, Mohamed S. Benlamine +3 more
2026International Journal of Information and Communication Technology Education4 citations Open access
Semantic Scholar
DynaMI: Dynamic Membership Inference via Adaptive Manifold Perturbations
Insaf Kraidia, Iyas Qaddara, Yousef Alraba’nah
2026IEEE Access2 citations Open access
Semantic Scholar
RAG-Induced Failures in Multi-Agent Large Language Model Debate
Insaf Kraidia, Iyas Qaddara, Nida Al-Shafi, Mohammad O. Hiari +2 more
20262026 1st International Conference on Emerging Technologies and Engineering Systems (ICETES)1 citations
Semantic Scholar
Leveraging Cellular Automata for Strip-Cut Document Reconstruction: A Path Travelling Salesman Problem Formulation
Abdallah S. Hyassat, Insaf Kraidia, M. Abualhaj, Iyas Qaddara +1 more
2026Journal of Soft Computing and Data Mining1 citations Open access
Semantic Scholar
Random Jungle: A Nature-Inspired Improvement of Tree-Based Classifiers
Insaf Kraidia, Mohammad Mominur Rahman, Ashhadul Islam, S. Belhaouari
2026IEEE Access0 citations Open access
Semantic Scholar
Cross-Modal Feature Fusion for Multimodal Amazon Review Data Using Tensorflow and Spark
Hadjir Zemmouri, Said Labed, Insaf Kraidia, Akram Kout
20262026 1st International Conference on Emerging Technologies and Engineering Systems (ICETES)0 citations
Semantic Scholar
A Unified Blockchain–VR Trust Architecture for Real-Time, Secure, and Fully Auditable Metaverse Environments
Iyas Qaddara, Insaf Kraidia, Mohammad O. Hiari, Nida Al-Shafi
20262026 1st International Conference on Emerging Technologies and Engineering Systems (ICETES)0 citations
Semantic Scholar
Enhancing Cybersecurity Awareness Through Immersive Virtual Reality and Machine Learning-Based Behavioral Analysis
Mohammad O.hiari, Iyas Qaddara, Insaf Kraidia, Nida Al-Shafi +1 more
20262026 1st International Conference on Emerging Technologies and Engineering Systems (ICETES)0 citations
Semantic Scholar
Performance Optimization of Blockchain Design for 5G-AKA Authentication Under Sudden Traffic Surges
Nida Al-Shafi, Iyas Qaddara, Insaf Kraidia, Mohammad O. Hiari
20262026 1st International Conference on Emerging Technologies and Engineering Systems (ICETES)0 citations
Semantic Scholar
AI-Augmented Co-Learning: A Conceptual Framework for Integrating Large Language Models into Programming Curricula
Rania Alzubaidi, Iyas Qaddara, Insaf Kraidia
20262026 1st International Conference on Emerging Technologies and Engineering Systems (ICETES)0 citations
Semantic Scholar
An Immersive Virtual Reality System for Enhancing Student Engagement in Higher Education
Iyas Qaddara, Insaf Kraidia, Nida Al-Shafi, Mohammad O. Hiari
20262026 International Conference on Smart Multidomain Integrated Learning Environments (ICSMILE)0 citations
Semantic Scholar
Arabic Economic Text News Summarization: An AI-driven Extractive Approach
Iyas Qaddara, Insaf Kraidia, Mohammad O. Hiari, Nida Al-Shafi
20262026 International Conference on Smart Multidomain Integrated Learning Environments (ICSMILE)0 citations
Semantic Scholar
Hybrid Metaheuristic Approaches for the Travelling Salesman Problem: Comparative Analysis with Single Algorithms
Iyas Qaddara, Insaf Kraidia, Abdallah S. Hyassat, Mohammad O. Hiari
2025Automation, Control, and Information Technology0 citations
Semantic Scholar