Hussein Fawaz

According to our database, Hussein Fawaz authored at least 3 papers between 2024 and 2026.

Collaborative distances:

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

2026

Energy Cost of Enhancing Reliability of Machine Learning Models for Edge IoT Security.

Hussein Fawaz, Omran Ayoub, Davide Andreoletti, Silvia Giordano

Proceedings of the 21st Wireless On-Demand Network Systems and Services Conference, 2026

2025

Towards Better-Calibrated ML Models for Reliable Network Intrusion Detection via Calibration-Aware SHAP-Based Feature Selection.

Hussein Fawaz, Fatima Ezzeddine, Silvia Giordano, Omran Ayoub

Proceedings of the 21th International Conference on Wireless and Mobile Computing, 2025

2024

Reducing Complexity and Enhancing Predictive Power of ML-Based Lightpath QoT Estimation via SHAP-Assisted Feature Selection.

Hussein Fawaz, Farhad Arpanaei, Davide Andreoletti, Ihab Sbeity, José Alberto Hernández, David Larrabeiti, Omran Ayoub

Proceedings of the International Conference on Optical Network Design and Modeling, 2024