Present Status and Challenges in Cloud Monitoring Framework: A Survey. - Aws Naser; Mohamed Fadli Bin Zolkipli; Shahid Anwar; Muna Sulieman Al-Hawawreh (EISIC, 2016)

An anomaly-based approach for DDoS attack detection in cloud environment. - Adnan Rawashdeh; Mouhammd Alkasassbeh 001; Muna Al-Hawawreh (Int. J. Comput. Appl. Technol., 2018)

Identification of malicious activities in industrial internet of things based on deep learning models. - Muna Al-Hawawreh; Nour Moustafa; Elena Sitnikova (J. Inf. Secur. Appl., 2018)

Industrial Internet of Things Based Ransomware Detection using Stacked Variational Neural Network. - Muna Al-Hawawreh; Elena Sitnikova (BDIOT, 2019)

An Efficient Intrusion Detection Model for Edge System in Brownfield Industrial Internet of Things. - Muna Al-Hawawreh; Elena Sitnikova; Frank T. H. den Hartog (BDIOT, 2019)

Leveraging Deep Learning Models for Ransomware Detection in the Industrial Internet of Things Environment. - Muna Al-Hawawreh; Elena Sitnikova (MilCIS, 2019)

Targeted Ransomware: A New Cyber Threat to Edge System of Brownfield Industrial Internet of Things. - Muna Al-Hawawreh; Frank T. H. den Hartog; Elena Sitnikova (IEEE Internet Things J., 2019)

An Efficient Approach for Representing and Sending Data in Wireless Sensor Networks. - Mustafa Hammad; Mohammad Bsoul; Maen Hammad; Muna Al-Hawawreh (J. Commun., 2019)

Asynchronous Peer-to-Peer Federated Capability-Based Targeted Ransomware Detection Model for Industrial IoT. - Muna Al-Hawawreh; Elena Sitnikova; Neda Aboutorab (IEEE Access, 2021)

Fake or Genuine? Contextualised Text Representation for Fake Review Detection. - Rami Mohawesh; Shuxiang Xu; Matthew Springer; Muna Al-Hawawreh; Sumbal Maqsood (CoRR, 2021)

Developing a Security Testbed for Industrial Internet of Things. - Muna Al-Hawawreh; Elena Sitnikova (IEEE Internet Things J., 2021)

Deep Learning-Enabled Threat Intelligence Scheme in the Internet of Things Networks. - Muna Al-Hawawreh; Nour Moustafa; Sahil Garg; M. Shamim Hossain (IEEE Trans. Netw. Sci. Eng., 2021)

Ultra Light-weight Encryption for Securing D2D Communication of ESP8266 IoT devices in Wireless Mesh Networks. - Muna Al-Hawawreh; Ibrahim Elgendi; Kumudu S. Munasinghe (ISNCC, 2022)

X-IIoTID: A Connectivity-Agnostic and Device-Agnostic Intrusion Data Set for Industrial Internet of Things. - Muna Al-Hawawreh; Elena Sitnikova; Neda Aboutorab (IEEE Internet Things J., 2022)

Developing an Effective Detection Framework for Targeted Ransomware Attacks in Brownfield Industrial Internet of Things. - Muna Al-Hawawreh (2022)

X-IIoTID: A Connectivity- and Device-agnostic Intrusion Dataset for Industrial Internet of Things. - Muna Al-Hawawreh; Elena Sitnikova; Neda Aboutorab (IEEE DataPort, 2022)

WiP: Towards Zero Trust Authentication in Critical Industrial Infrastructures with PRISM. - Fuyi Wang; Yanping Wang; Leo Yu Zhang; Yuval Hertzog; Michael Loewy; Dominique Valladolid; Julio Medeiros; Muna Al-Hawawreh; Robin Doss (ACNS Workshops, 2023)

Generative AI for Cyber Threat-Hunting in 6G-enabled IoT Networks. - Mohamed Amine Ferrag; Mérouane Debbah; Muna Al-Hawawreh (CCGridW, 2023)

Enhancing Security in Industrial IoT: A Taxonomy-driven Approach to Risk Assessment. - Muna Al-Hawawreh; Robin Doss (TrustCom, 2023)

Edge Learning for 6G-Enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses. - Mohamed Amine Ferrag; Othmane Friha; Burak Kantarci; Norbert Tihanyi; Lucas C. Cordeiro; Mérouane Debbah; Djallel Hamouda; Muna Al-Hawawreh; Kim-Kwang Raymond Choo (IEEE Commun. Surv. Tutorials, 2023)

An explainable ensemble of multi-view deep learning model for fake review detection. - Rami Mohawesh; Shuxiang Xu; Matthew Springer; Yaser Jararweh; Muna Al-Hawawreh; Sumbal Maqsood (J. King Saud Univ. Comput. Inf. Sci., 2023)

A privacy-aware framework for detecting cyber attacks on internet of medical things systems using data fusion and quantum deep learning. - Muna Al-Hawawreh; M. Shamim Hossain (Inf. Fusion, 2023)

Chatgpt for cybersecurity: practical applications, challenges, and future directions. - Muna Al-Hawawreh; Ahamed Aljuhani; Yaser Jararweh (Clust. Comput., 2023)

Foundation and large language models: fundamentals, challenges, opportunities, and social impacts. - Devon Myers; Rami Mohawesh; Venkata Ishwarya Chellaboina; Anantha Lakshmi Sathvik; Praveen Venkatesh; Yi-Hui Ho; Hanna Henshaw; Muna Al-Hawawreh; David Berdik; Yaser Jararweh (Clust. Comput., 2024)

usfAD Based Effective Unknown Attack Detection Focused IDS Framework. - Md. Ashraf Uddin 001; Sunil Aryal; Mohamed Reda Bouadjenek; Muna Al-Hawawreh; Md. Alamin Talukder (CoRR, 2024)

AI for Critical Infrastructure Security: Concepts, Challenges, and Future Directions. - Muna Al-Hawawreh; Zubair A. Baig; Sherali Zeadally (IEEE Internet Things Mag., 2024)

Digital twin-driven secured edge-private cloud Industrial Internet of Things (IIoT) framework. - Muna Al-Hawawreh; M. Shamim Hossain (J. Netw. Comput. Appl., 2024)

A threat intelligence framework for protecting smart satellite-based healthcare networks. - Muna Al-Hawawreh; Nour Moustafa; Jill Slay (Neural Comput. Appl., 2024)

Explainable deep learning for attack intelligence and combating cyber-physical attacks. - Muna Al-Hawawreh; Nour Moustafa (Ad Hoc Networks, 2024)

Federated Learning-Assisted Distributed Intrusion Detection Using Mesh Satellite Nets for Autonomous Vehicle Protection. - Muna Al-Hawawreh; M. Shamim Hossain (IEEE Trans. Consumer Electron., 2024)

Securing the Industrial Internet of Things against ransomware attacks: A comprehensive analysis of the emerging threat landscape and detection mechanisms. - Muna Al-Hawawreh; Mamoun Alazab; Mohamed Amine Ferrag; M. Shamim Hossain (J. Netw. Comput. Appl., 2024)

Factitious or fact? Learning textual representations for fake online review detection. - Rami Mohawesh; Muna Al-Hawawreh; Sumbal Maqsood; Omar AlQudah (Clust. Comput., 2024)

Hierarchical classification for intrusion detection system: Effective design and empirical analysis. - Md. Ashraf Uddin 001; Sunil Aryal; Mohamed Reda Bouadjenek; Muna Al-Hawawreh; Md. Alamin Talukder (Ad Hoc Networks, 2025)

A dual-tier adaptive one-class classification IDS for emerging cyberthreats. - Md. Ashraf Uddin 001; Sunil Aryal; Mohamed Reda Bouadjenek; Muna Al-Hawawreh; Md. Alamin Talukder (Comput. Commun., 2025)

A comprehensive study of audio profiling: Methods, applications, challenges, and future directions. - Anil Pudasaini; Muna Al-Hawawreh; Mohamed Reda Bouadjenek; Hakim Hacid; Sunil Aryal (Neurocomputing, 2025)

Resilient Intrusion Detection Models for Closed Control-Loop in Cyber-Physical Systems: Combating Adversarial Examples. - Muna Al-Hawawreh; Zubair A. Baig; Sherali Zeadally (IEEE Internet Things Mag., 2025)

Quantum-Powered Extended Visibility for Zero-Trust-Based Ransomware Detection in Smart Grids. - Muna Al-Hawawreh; Omar Shindi; Zubair A. Baig; Mamoun Alazab; Adnan Anwar; Robin Doss (IEEE Internet Things J., 2025)