Evaluation of Deep Learning in Detecting Unknown Network Attacks. - Ulya Sabeel; Shahram Shah-Heydari; Harsh Mohanka; Yasmine Bendhaou; Khalid Elgazzar; Khalil El-Khatib (SmartNets, 2019)

CVAE-AN: Atypical Attack Flow Detection Using Incremental Adversarial Learning. - Ulya Sabeel; Shahram Shah-Heydari; Khalid Elgazzar; Khalil El-Khatib (GLOBECOM, 2021)

Building an Intrusion Detection System to Detect Atypical Cyberattack Flows. - Ulya Sabeel; Shahram Shah-Heydari; Khalid Elgazzar; Khalil El-Khatib (IEEE Access, 2021)

Polymorphic Adversarial Cyberattacks Using WGAN. - Ravi Chauhan; Ulya Sabeel; Alireza Izaddoost; Shahram Shah-Heydari (J. Cybersecur. Priv., 2021)

Analyzing the Quality of Synthetic Adversarial Cyberattacks. - Ulya Sabeel; Shahram Shah-Heydari; Khalil El-Khatib; Khalid Elgazzar (CNSM, 2023)

Unknown, Atypical and Polymorphic Network Intrusion Detection: A Systematic Survey. - Ulya Sabeel; Shahram Shah-Heydari; Khalil El-Khatib; Khalid Elgazzar (IEEE Trans. Netw. Serv. Manag., 2024)