Loreen Mahmoud

According to our database, Loreen Mahmoud authored at least 7 papers between 2020 and 2026.

Collaborative distances:

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

2026

ZORAN-Sec: A Zero Trust-Compliant Intrusion Detection Framework for Open RAN With a Lightweight Transformer.

Loreen Mahmoud, Madhusanka Liyanage, Sugata Gangopadhyay

IEEE Open J. Commun. Soc., 2026

2025

DSEM-NIDS: Enhanced Network Intrusion Detection System Using Deep Stacking Ensemble Model.

Loreen Mahmoud, Madhusanka Liyanage, Jitin Singla, Sugata Gangopadhyay

IEEE Open J. Comput. Soc., 2025

Tabular or Image Input? Transformers for NIDS: A Comparative Study.

Loreen Mahmoud, Aafia Hussain, Sugata Gangopadhyay

Proceedings of the Information Security and Cryptology - ICISC 2025, 2025

2024

Interpretable Ensemble Learning Model for Enabling an IDS to Detect DNS Attacks.

Loreen Mahmoud, Sreedev Pillai, Sugata Gangopadhyay

Proceedings of the Intelligent Systems and Pattern Recognition, 2024

2023

Generating Adversarial Examples Using LAD.

Sneha Chauhan, Loreen Mahmoud, Tanay Sheth, Sugata Gangopadhyay, Aditi Kar Gangopadhyay

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

2022

A Comparative Study of LAD, CNN and DNN for Detecting Intrusions.

Sneha Chauhan, Loreen Mahmoud, Sugata Gangopadhyay, Aditi Kar Gangopadhyay

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2020

Network Security Evaluation Using Deep Neural Network.

Loreen Mahmoud, K. N. Raja Praveen

Proceedings of the 15th International Conference for Internet Technology and Secured Transactions, 2020