Publications

Empowering Network Security: BERT Transformer Learning Approach and MLP for Intrusion Detection in Imbalanced Network Traffic

2024 https://doi.org/10.1109/access.2024.3465045
Authors: Z Ali, W Tiberti, A Marotta, D Cassioli Journal Name: IEEE Access Volume, Issue and Pages: 12, 137618-137633 Publisher: Institute of Electrical and Electronics Engineers (IEEE)

Deep Transfer Learning for Intrusion Detection in Edge Computing Scenarios

2025 https://doi.org/10.1109/JIOT.2025.3597892
Authors: Z Ali, W Tiberti, A Marotta, D Cassioli Journal Name: Internet of Things Journal Publisher: Institute of Electrical and Electronics Engineers (IEEE)

A Lightweight Intrusion Detection System for IoT Based on Deep Transfer Learning at the Edge

2025 https://doi.org/10.1109/RTSI64020.2025.11212527
Authors: Z Ali, W Tiberti, A Marotta, D Cassioli Journal Name: 2025 IEEE 9th Forum on Research and Technologies for Society and Industry (RTSI) Volume, Issue and Pages: p1-6 Publisher: Institute of Electrical and Electronics Engineers (IEEE)

Enhancing IIoT Security: BERT-Driven Intrusion Detection with MLP in Industrial Networks

2025 https://doi.org/10.1109/WF-IoT64238.2025.11270748
Authors: Z Ali, A Marotta, W Tiberti, O Odoardi, D Cassioli, P Di Marco Journal Name: IEEE World Forum on Internet of Things (WF-IoT) 2025 Volume, Issue and Pages: p1-7 Publisher: nstitute of Electrical and Electronics Engineers (IEEE)

Supervised Learning Approach for Intrusion Detection in Unbalanced Network Traffic

2025 https://doi.org/10.21015/vtse.v13i2.2116
Authors: Z Ali, A Akram, N Aslam, MS Khurram Journal Name: VFAST Transactions on Software Engineering Volume, Issue and Pages: 13, 2, 01-12 Publisher: VFAST Publisher

A Systematic Review of Kernel-Level Security Mechanisms, Vulnerability Detection and Mitigation in Modern Operating Systems

2026 https://doi.org/10.3390/s26082452
Authors: Z Ali, N Aslam, A Marotta, W Tiberti, , D Cassioli Journal Name: Sensors Volume, Issue and Pages: 26, 8, 2452 Publisher: MDPI

Improving 6G Network Performance with Linear Regression and Stacking GBM

2025 https://doi.org/10.1109/ICRAMI64946.2025.11472642
Authors: Chaima Aouiche, El Moundher Aouiche, Abdelaziz Aouiche, Zeeshan Ali, Yazeed Alkhrjiah, Safieddine Hamdi, Ahmed Gaidi, Andrea Marotta, Dajana Cassioli Journal Name: 2025 International Conference on Recent Advances in Mathematics and Informatics (ICRAMI) Volume, Issue and Pages: p1-6 Publisher: IEEE

X-ray image analysis for dental disease: A deep learning approach using EfficientNets

2024 https://doi.org/10.21015/vtse.v12i3.1912
Authors: MA Hasnain, Z Ali, MS Maqbool, M Aziz Journal Name: VFAST Transactions on Software Engineering Volume, Issue and Pages: 12, 3, 147-165 Publisher: VFAST Publisher

IDD-Net: A Deep Learning Approach for Early Detection of Dental Diseases Using X-Ray Imaging

2024 https://doi.org/10.56979/702/2024
Authors: MA Hasnain, Z Ali, KU Rehman, M Ehtsham, MS Maqbool Journal Name: Journal of Computing & Biomedical Informatics Volume, Issue and Pages: 07, 02 Publisher: Research Center of Computing & Biomedical Informatics

PDDNet: Deep Learning Based Dental Disease Classification through Panoramic Radiograph Images

2024 https://doi.org/10.21015/vtse.v12i4.2028
Authors: MA Hasnain, Z Ali, A Saeed, S Aijaz, MS Khurram Journal Name: VFAST Transactions on Software Engineering Volume, Issue and Pages: 12, 04, 180-198 Publisher: VFAST Publisher