Towards Developing Network Forensic Mechanism for Botnet Activities in the IoT Based on Machine Learning Techniques. - Nickolaos Koroniotis; Nour Moustafa; Elena Sitnikova; Jill Slay (MONAMI, 2017)

Forensics and Deep Learning Mechanisms for Botnets in Internet of Things: A Survey of Challenges and Solutions. - Nickolaos Koroniotis; Nour Moustafa; Elena Sitnikova (IEEE Access, 2019)

Towards the development of realistic botnet dataset in the Internet of Things for network forensic analytics: Bot-IoT dataset. - Nickolaos Koroniotis; Nour Moustafa; Elena Sitnikova; Benjamin P. Turnbull (Future Gener. Comput. Syst., 2019)

A Holistic Review of Cybersecurity and Reliability Perspectives in Smart Airports. - Nickolaos Koroniotis; Nour Moustafa; Francesco Schiliro; Praveen Gauravaram; Helge Janicke (IEEE Access, 2020)

Enhancing network forensics with particle swarm and deep learning: The particle deep framework. - Nickolaos Koroniotis; Nour Moustafa (CoRR, 2020)

A new network forensic framework based on deep learning for Internet of Things networks: A particle deep framework. - Nickolaos Koroniotis; Nour Moustafa; Elena Sitnikova (Future Gener. Comput. Syst., 2020)

Designing an effective network forensic framework for the investigation of botnets in the Internet of Things. - Nickolaos Koroniotis (2020)

A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments. - Nickolaos Koroniotis; Nour Moustafa; Benjamin P. Turnbull; Francesco Schiliro; Praveen Gauravaram; Helge Janicke (TrustCom, 2021)

A new Intelligent Satellite Deep Learning Network Forensic framework for smart satellite networks. - Nickolaos Koroniotis; Nour Moustafa; Jill Slay (Comput. Electr. Eng., 2022)

Digital Forensics based on Federated Learning in IoT Environment. - Hania Mohamed; Nickolaos Koroniotis; Nour Moustafa (ACSW, 2023)

Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions. - Nour Moustafa; Nickolaos Koroniotis; Marwa Keshk; Albert Y. Zomaya; Zahir Tari (IEEE Commun. Surv. Tutorials, 2023)

The SAir-IIoT Cyber Testbed as a Service: A Novel Cybertwins Architecture in IIoT-Based Smart Airports. - Nickolaos Koroniotis; Nour Moustafa; Francesco Schiliro; Praveen Gauravaram; Helge Janicke (IEEE Trans. Intell. Transp. Syst., 2023)

An explainable deep learning-enabled intrusion detection framework in IoT networks. - Marwa Keshk; Nickolaos Koroniotis; Nam Pham; Nour Moustafa; Benjamin P. Turnbull; Albert Y. Zomaya (Inf. Sci., 2023)

IoT-CAD: A comprehensive Digital Forensics dataset for AI-based Cyberattack Attribution Detection methods in IoT environments. - Hania Mohamed; Nickolaos Koroniotis; Francesco Schiliro; Nour Moustafa (Ad Hoc Networks, 2025)

Generative fuzzer-driven vulnerability detection in the Internet of Things networks. - Mohammed Tanvir Masud; Nickolaos Koroniotis; Marwa Keshk; Benjamin P. Turnbull; Shabnam Kasra Kermanshahi; Nour Moustafa (Appl. Soft Comput., 2025)

Harnessing Federated Learning for Digital Forensics in IoT: A Survey and Introduction to the IoT-LF Framework. - Hania Mohamed; Nickolaos Koroniotis; Nour Moustafa; Francesco Schiliro; Albert Y. Zomaya (IEEE Open J. Commun. Soc., 2025)

Cybersecurity Solutions and Techniques for Internet of Things Integration in Combat Systems. - Amirmohammad Pasdar; Nickolaos Koroniotis; Marwa Keshk; Nour Moustafa; Zahir Tari (IEEE Trans. Sustain. Comput., 2025)