Nour Moustafa - RankMe

176 papers A* 1B 6C 3Journal 139Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Collaborative Zone-Adaptive Zero-Day Intrusion Detection for IoBT. CoRR Amirmohammad Pasdar, Shabnam Kasra Kermanshahi, Nour Moustafa, Van-Thuan Pham
2026	J	`jnl`	LGP: Layerwise Gradient Purify for Robust Federated Learning Against Poisoning Attacks. IEEE Trans. Dependable Secur. Comput. Wael Issa, Nour Moustafa, Benjamin P. Turnbull, Zahir Tari
2026	J	`jnl`	Progressive Split Mamba: Effective State Space Modelling for Image Restoration. CoRR Mohammed Hassanin, Nour Moustafa, Weijian Deng, Ibrahim Radwan
2026	J	`jnl`	Software Defined Wide Area Networking for secure and resilient Unmanned Aerial Systems. Comput. Ind. Eng. Thomas Scully, Mark Robson, Mohanad Sarhan, Nour Moustafa, Javaan S. Chahl
2025	J	`jnl`	A Holistic Review of Fuzzing for Vulnerability Assessment in Industrial Network Protocols. IEEE Open J. Commun. Soc. Ahmed Reda Aldysty, Nour Moustafa, Erandi Lakshika
2025	J	`jnl`	BFL-SC: A blockchain-enabled federated learning framework, with smart contracts, for securing social media-integrated internet of things systems. Ad Hoc Networks Sara Salim, Nour Moustafa, Benjamin P. Turnbull
2025	J	`jnl`	Cybersecurity Solutions and Techniques for Internet of Things Integration in Combat Systems. IEEE Trans. Sustain. Comput. Amirmohammad Pasdar, Nickolaos Koroniotis, Marwa Keshk, Nour Moustafa, Zahir Tari
2025	J	`jnl`	Cybersecurity of Satellite Communications Systems: A Comprehensive Survey of the Space, Ground, and Links Segments. IEEE Commun. Surv. Tutorials Sara Salim, Nour Moustafa, Martin Reisslein
2025	J	`jnl`	DEFENDCLI: {Command-Line} Driven Attack Provenance Examination. CoRR Peilun Wu, Nan Sun, Nour Moustafa, Youyang Qu, Ming Ding
2025	J	`jnl`	DT-BFL: Digital Twins for Blockchain-enabled Federated Learning in Internet of Things networks. Ad Hoc Networks Wael Issa, Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo
2025	J	`jnl`	ERT: Data placement based on estimated response time for P2P storage systems. J. Parallel Distributed Comput. Fitrio Pakana, Nasrin Sohrabi, Hai Dong, Zahir Tari, Nour Moustafa
2025	J	`jnl`	Explainable Artificial Intelligence for Resilient Security Applications in the Internet of Things. IEEE Open J. Commun. Soc. Mohammed Tanvir Masud, Marwa Keshk, Nour Moustafa, Igor Linkov, Darren K. Emge
2025	J	`jnl`	FedCAD: Federated Cyberattack Attribution Detection for Internet of Things Forensics. IEEE Trans. Sustain. Comput. Hania Mohamed, Nour Moustafa, Nickolaos Koroniotis, Zahir Tari, Albert Y. Zomaya, Francesco Schiliro
2025	J	`jnl`	Generative fuzzer-driven vulnerability detection in the Internet of Things networks. Appl. Soft Comput. Mohammed Tanvir Masud, Nickolaos Koroniotis, Marwa Keshk, Benjamin P. Turnbull, Shabnam Kasra Kermanshahi, Nour Moustafa
2025	J	`jnl`	Guest editorial: Big data technologies and applications in Web 3.0 - trends and challenges. Int. J. Web Inf. Syst. Zhiyuan Tan, Nour Moustafa, Xiangjian He, Kehinde O. Babaagba
2025	J	`jnl`	Harnessing Federated Learning for Digital Forensics in IoT: A Survey and Introduction to the IoT-LF Framework. IEEE Open J. Commun. Soc. Hania Mohamed, Nickolaos Koroniotis, Nour Moustafa, Francesco Schiliro, Albert Y. Zomaya
2025	J	`jnl`	IoT-CAD: A comprehensive Digital Forensics dataset for AI-based Cyberattack Attribution Detection methods in IoT environments. Ad Hoc Networks Hania Mohamed, Nickolaos Koroniotis, Francesco Schiliro, Nour Moustafa
2025	J	`jnl`	Large language models for cyber resilience: A comprehensive review, challenges, and future perspectives. Appl. Soft Comput. Weiping Ding, Mohamed Abdel-Basset, Ahmed M. Ali, Nour Moustafa
2025	J	`jnl`	Privacy preservation of Internet of Things-integrated social networks: a survey and future challenges. Int. J. Web Inf. Syst. Sara Salim, Nour Moustafa, Benjamin P. Turnbull
2025	J	`jnl`	Responsible Deep-Federated-Learning-Based Threat Detection for Satellite Communications. IEEE Internet Things J. Sara Salim, Nour Moustafa, Abdulrazaq Almorjan
2025	J	`jnl`	Responsible Resilience in Cyber-Physical-Social Systems: A New Paradigm for Emergent Cyber Risk Modeling. Future Internet Theresa May Sobb, Nour Moustafa, Benjamin P. Turnbull
2025	C	`conf`	TFVDFuzzer: Transformer-based Fuzzing Framework for Vulnerability Detection in Modbus Protocol. PST Ahmed Reda Aldysty, Nour Moustafa, Erandi Lakshika
2025	J	`jnl`	Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems. CoRR Majed Luay, Siamak Layeghy, Seyedehfaezeh Hosseininoorbin, Mohanad Sarhan, Nour Moustafa, Marius Portmann
2025	—	`conf`	TrustGuard: IoT Intrusion Detection with XAI-Driven Feature Refinement for Enhanced Multi-class Edge Classification. AI (1) Nimesha Dilini, Nan Sun, Sky Miao, Nour Moustafa
2025	J	`jnl`	VIFL: vulnerability identification using federated learning in the internet of things systems. Computing Wael Issa, Nour Moustafa, Benjamin P. Turnbull, Nasrin Sohrabi, Zahir Tari, Albert Y. Zomaya
2025	J	`jnl`	Vulnerability defence using hybrid moving target defence in Internet of Things systems. Comput. Secur. Mohammed Tanvir Masud, Marwa Keshk, Nour Moustafa, Benjamin P. Turnbull, Willy Susilo
2024	J	`jnl`	A Blockchain-Enabled Explainable Federated Learning for Securing Internet-of-Things-Based Social Media 3.0 Networks. IEEE Trans. Comput. Soc. Syst. Sara Salim, Benjamin P. Turnbull, Nour Moustafa
2024	J	`jnl`	A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions. CoRR Mohammed Hassanin, Nour Moustafa
2024	A*	`conf`	A Predictive Profiling and Performance Modeling Approach for Distributed Stream Processing in Edge. ICDE Hasan Geren, Nasrin Sohrabi, Zahir Tari, Nour Moustafa
2024	J	`jnl`	A survey of intelligent multimedia forensics for internet of things communications: Approaches, strategies, perspectives, and challenges for a sustainable future. Eng. Appl. Artif. Intell. Wei-Ping Ding, Mohamed Abdel-Basset, Ahmed M. Ali, Nour Moustafa
2024	J	`jnl`	A threat intelligence framework for protecting smart satellite-based healthcare networks. Neural Comput. Appl. Muna Al-Hawawreh, Nour Moustafa, Jill Slay
2024	J	`jnl`	CNA-TCC: Campaign Network Attribute Based Thematic Campaign Classification. IEEE Trans. Comput. Soc. Syst. Nathan Johnson, Benjamin P. Turnbull, Martin Reisslein, Nour Moustafa
2024	J	`jnl`	Cybersecurity when working from home during COVID-19: considering the human factors. J. Cybersecur. Monica T. Whitty, Nour Moustafa, Marthie Grobler
2024	J	`jnl`	Deep-Federated-Learning-Based Threat Detection Model for Extreme Satellite Communications. IEEE Internet Things J. Sara Salim, Nour Moustafa, Mohamed Hassanian, David G. A. Ormrod, Jill Slay
2024	J	`jnl`	Dynamic Hypersphere Embedding Scale Against Adversarial Attacks. IEEE Trans. Engineering Management Mohammed Hassanin, Nour Moustafa, Imran Razzak, M. Tanveer, David G. A. Ormrod, Jill Slay
2024	J	`jnl`	Explainable deep learning for attack intelligence and combating cyber-physical attacks. Ad Hoc Networks Muna Al-Hawawreh, Nour Moustafa
2024	J	`jnl`	Feature extraction for machine learning-based intrusion detection in IoT networks. Digit. Commun. Networks Mohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marcus Gallagher, Marius Portmann
2024	C	`conf`	PEL: Privacy Embedded Learning in Smart Healthcare Systems. PST Mahmuda Akter, Nour Moustafa, Benjamin P. Turnbull
2024	J	`jnl`	Privacy-preserved learning from non-i.i.d data in fog-assisted IoT: A federated learning approach. Digit. Commun. Networks Mohamed Abdel-Basset, Hossam Hawash, Nour Moustafa, Imran Razzak, Mohamed Abd Elfattah
2024	J	`jnl`	RVE-PFL: Robust Variational Encoder-Based Personalized Federated Learning Against Model Inversion Attacks. IEEE Trans. Inf. Forensics Secur. Wael Issa, Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo
2024	J	`jnl`	SPEI-FL: Serverless Privacy Edge Intelligence-Enabled Federated Learning in Smart Healthcare Systems. Cogn. Comput. Mahmuda Akter, Nour Moustafa, Benjamin P. Turnbull
2024	J	`jnl`	Swarm Optimization-Based Federated Learning for the Cyber Resilience of Internet of Things Systems Against Adversarial Attacks. IEEE Trans. Consumer Electron. Waleed Yamany, Marwa Keshk, Nour Moustafa, Benjamin P. Turnbull
2023	J	`jnl`	A Holistic Review of Cyber-Physical-Social Systems: New Directions and Opportunities. Sensors Theresa May Sobb, Benjamin P. Turnbull, Nour Moustafa
2023	J	`jnl`	AI-Enabled Secure Microservices in Edge Computing: Opportunities and Challenges. IEEE Trans. Serv. Comput. Firas Al-Doghman, Nour Moustafa, Ibrahim Khalil, Nasrin Sohrabi, Zahir Tari, Albert Y. Zomaya
2023	J	`jnl`	An Explainable Deep Learning Framework for Resilient Intrusion Detection in IoT-Enabled Transportation Networks. IEEE Trans. Intell. Transp. Syst. Ayodeji Oseni, Nour Moustafa, Gideon Creech, Nasrin Sohrabi, Andrew Strelzoff, Zahir Tari, Igor Linkov
2023	J	`jnl`	An explainable deep learning-enabled intrusion detection framework in IoT networks. Inf. Sci. Marwa Keshk, Nickolaos Koroniotis, Nam Pham, Nour Moustafa, Benjamin P. Turnbull, Albert Y. Zomaya
2023	J	`jnl`	An improved Henry gas optimization algorithm for joint mining decision and resource allocation in a MEC-enabled blockchain networks. Neural Comput. Appl. Reda M. Hussien, Amr A. Abohany, Nour Moustafa, Karam M. Sallam
2023	J	`jnl`	Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive Survey. ACM Comput. Surv. Wael Issa, Nour Moustafa, Benjamin P. Turnbull, Nasrin Sohrabi, Zahir Tari
2023	J	`jnl`	CDTier: A Chinese Dataset of Threat Intelligence Entity Relationships. IEEE Trans. Sustain. Comput. Yinghai Zhou, Yitong Ren, Ming Yi, Yanjun Xiao, Zhiyuan Tan, Nour Moustafa, Zhihong Tian
2023	J	`jnl`	Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection. J. Netw. Syst. Manag. Mohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marius Portmann
2023	J	`jnl`	DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks. IEEE Trans. Ind. Informatics Izhar Ahmed Khan, Nour Moustafa, Dechang Pi, Yasir Hussain, Nauman Ali Khan
2023	J	`jnl`	DeepCog: A Trustworthy Deep Learning-Based Human Cognitive Privacy Framework in Industrial Policing. IEEE Trans. Intell. Transp. Syst. Francesco Schiliro, Nour Moustafa, Imran Razzak, Amin Beheshti
2023	—	`conf`	Digital Forensics based on Federated Learning in IoT Environment. ACSW Hania Mohamed, Nickolaos Koroniotis, Nour Moustafa
2023	J	`jnl`	Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions. IEEE Commun. Surv. Tutorials Nour Moustafa, Nickolaos Koroniotis, Marwa Keshk, Albert Y. Zomaya, Zahir Tari
2023	J	`jnl`	OQFL: An Optimized Quantum-Based Federated Learning Framework for Defending Against Adversarial Attacks in Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. Waleed Yamany, Nour Moustafa, Benjamin P. Turnbull
2023	J	`jnl`	Privacy-Preserved Generative Network for Trustworthy Anomaly Detection in Smart Grids: A Federated Semisupervised Approach. IEEE Trans. Ind. Informatics Mohamed Abdel-Basset, Nour Moustafa, Hossam Hawash
2023	J	`jnl`	Privacy-Preserving Microservices in Industrial Internet-of-Things-Driven Smart Applications. IEEE Internet Things J. Neda Bugshan, Ibrahim Khalil, Nour Moustafa, Mohammad Saidur Rahman
2023	J	`jnl`	The SAir-IIoT Cyber Testbed as a Service: A Novel Cybertwins Architecture in IIoT-Based Smart Airports. IEEE Trans. Intell. Transp. Syst. Nickolaos Koroniotis, Nour Moustafa, Francesco Schiliro, Praveen Gauravaram, Helge Janicke
2023	J	`jnl`	Trustworthy Deep Neural Network for Inferring Anticancer Synergistic Combinations. IEEE J. Biomed. Health Informatics Muhammad Alsherbiny, Ibrahim Radwan, Nour Moustafa, Deep Jyoti Bhuyan, Muath El-Waisi, Dennis Chang, Chunguang Li
2023	J	`jnl`	USMD: UnSupervised Misbehaviour Detection for Multi-Sensor Data. IEEE Trans. Dependable Secur. Comput. Abdullah Alsaedi, Zahir Tari, Md. Redowan Mahmud, Nour Moustafa, Abdun Mahmood, Adnan Anwar
2022	J	`jnl`	A Blockchain-Based Emergency Message Transmission Protocol for Cooperative VANET. IEEE Trans. Intell. Transp. Syst. Mohiuddin Ahmed, Nour Moustafa, A. F. M. Suaib Akhter, Imran Razzak, Ehsanuzzaman Surid, Adnan Anwar, A. F. M. Shahen Shah, Ahmet Zengin
2022	J	`jnl`	A Blockchain-Enabled Privacy-Preserving Verifiable Query Framework for Securing Cloud-Assisted Industrial Internet of Things Systems. IEEE Trans. Ind. Informatics Mohammad Saidur Rahman, Ibrahim Khalil, Nour Moustafa, Aditya Pribadi Kalapaaking, Abdelaziz Bouras
2022	J	`jnl`	A New Explainable Deep Learning Framework for Cyber Threat Discovery in Industrial IoT Networks. IEEE Internet Things J. Izhar Ahmed Khan, Nour Moustafa, Dechang Pi, Karam M. Sallam, Albert Y. Zomaya, Bentian Li
2022	J	`jnl`	A Secure and Intelligent Framework for Vehicle Health Monitoring Exploiting Big-Data Analytics. IEEE Trans. Intell. Transp. Syst. Md. Arafatur Rahman, Md. Abdur Rahim, Md. Mustafizur Rahman, Nour Moustafa, Imran Razzak, Tanvir Ahmad, Mohammad N. Patwary
2022	J	`jnl`	A holistic survey on the use of emerging technologies to provision secure healthcare solutions. Comput. Electr. Eng. Senthil Kumar Jagatheesaperumal, Preeti Mishra, Nour Moustafa, Rahul Chauhan
2022	J	`jnl`	A new Intelligent Satellite Deep Learning Network Forensic framework for smart satellite networks. Comput. Electr. Eng. Nickolaos Koroniotis, Nour Moustafa, Jill Slay
2022	J	`jnl`	AI-Driven Synthetic Biology for Non-Small Cell Lung Cancer Drug Effectiveness-Cost Analysis in Intelligent Assisted Medical Systems. IEEE J. Biomed. Health Informatics Liu Chang, Jia Wu, Nour Moustafa, Ali Kashif Bashir, Keping Yu
2022	J	`jnl`	An Automated Task Scheduling Model Using Non-Dominated Sorting Genetic Algorithm II for Fog-Cloud Systems. IEEE Trans. Cloud Comput. Ismail M. Ali, Karam M. Sallam, Nour Moustafa, Ripon K. Chakrabortty, Michael J. Ryan, Kim-Kwang Raymond Choo
2022	J	`jnl`	An Enhanced Multi-Stage Deep Learning Framework for Detecting Malicious Activities From Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. Izhar Ahmed Khan, Nour Moustafa, Dechang Pi, Waqas Haider, Bentian Li, Alireza Jolfaei
2022	J	`jnl`	An Intelligent Risk Management Framework for Monitoring Vehicular Engine Health. IEEE Trans. Green Commun. Netw. Md. Abdur Rahim, Md. Arafatur Rahman, Md. Mustafizur Rahman, Nafees Zaman, Nour Moustafa, Imran Razzak
2022	J	`jnl`	Blind Camcording-Resistant Video Watermarking in the DTCWT and SVD Domain. IEEE Access Md. Asikuzzaman, Hannes Mareen, Nour Moustafa, Kim-Kwang Raymond Choo, Mark R. Pickering
2022	J	`jnl`	Data analytics of social media 3.0: Privacy protection perspectives for integrating social media and Internet of Things (SM-IoT) systems. Ad Hoc Networks Sara Salim, Benjamin P. Turnbull, Nour Moustafa
2022	—	`book`	Deep Learning Techniques for IoT Security and Privacy Mohamed Abdel-Basset, Nour Moustafa, Hossam Hawash, Weiping Ding
2022	—	`conf`	Edge Intelligence-based Privacy Protection Framework for IoT-based Smart Healthcare Systems. INFOCOM Workshops Mahmuda Akter, Nour Moustafa, Timothy M. Lynar
2022	J	`jnl`	Edge Intelligence: Federated Learning-Based Privacy Protection Framework for Smart Healthcare Systems. IEEE J. Biomed. Health Informatics Mahmuda Akter, Nour Moustafa, Timothy M. Lynar, Imran Razzak
2022	J	`jnl`	Enhancing IoT anomaly detection performance for federated learning. Digit. Commun. Networks Brett Weinger, Jinoh Kim, Alex Sim, Makiya Nakashima, Nour Moustafa, K. John Wu
2022	J	`jnl`	Federated Intrusion Detection in Blockchain-Based Smart Transportation Systems. IEEE Trans. Intell. Transp. Syst. Mohamed Abdel-Basset, Nour Moustafa, Hossam Hawash, Imran Razzak, Karam M. Sallam, Osama M. Elkomy
2022	J	`jnl`	Guest Editorial: AI-Enabled Threat Intelligence and Hunting Microservices for Distributed Industrial IoT System. IEEE Trans. Ind. Informatics Nour Moustafa, Kim-Kwang Raymond Choo, Adnan M. Abu-Mahfouz
2022	J	`jnl`	H2HI-Net: A Dual-Branch Network for Recognizing Human-to-Human Interactions From Channel-State Information. IEEE Internet Things J. Mohamed Abdel-Basset, Hossam Hawash, Nour Moustafa, Nazeeruddin Mohammad
2022	J	`jnl`	Interval type-2 fuzzy temporal convolutional autoencoder for gait-based human identification and authentication. Inf. Sci. Weiping Ding, Mohamed Abdel-Basset, Hossam Hawash, Nour Moustafa
2022	J	`jnl`	One-class tensor machine with randomized projection for large-scale anomaly detection in high-dimensional and noisy data. Int. J. Intell. Syst. Imran Razzak, Nour Moustafa, Shahid Mumtaz, Guandong Xu
2022	J	`jnl`	Perturbation-enabled Deep Federated Learning for Preserving Internet of Things-based Social Networks. ACM Trans. Multim. Comput. Commun. Appl. Sara Salim, Nour Moustafa, Benjamin P. Turnbull, Imran Razzak
2022	J	`jnl`	Privacy-Preserved Cyberattack Detection in Industrial Edge of Things (IEoT): A Blockchain-Orchestrated Federated Learning Approach. IEEE Trans. Ind. Informatics Mohamed Abdel-Basset, Nour Moustafa, Hossam Hawash
2022	J	`jnl`	Privacy-preserving big data analytics for cyber-physical systems. Wirel. Networks Marwa Keshk, Nour Moustafa, Elena Sitnikova, Benjamin P. Turnbull
2022	J	`jnl`	Progressive ShallowNet for large scale dynamic and spontaneous facial behaviour analysis in children. Image Vis. Comput. Abdul Qayyum, Imran Razzak, Nour Moustafa, Moona Mazher
2022	J	`jnl`	Radial Basis Function Network with Differential Privacy. Future Gener. Comput. Syst. Neda Bugshan, Ibrahim Khalil, Nour Moustafa, Mahathir Almashor, Alsharif Abuadbba
2022	J	`jnl`	Renewable Energy Re-Distribution via Multiscale IoT for 6G-Oriented Green Highway Management. IEEE Trans. Intell. Transp. Syst. Md. Arafatur Rahman, Marufa Yasmin Mukta, A. Taufiq Asyhari, Nour Moustafa, Mohammad N. Patwary, Abu Yousuf, Imran Razzak, Brij B. Gupta
2022	J	`jnl`	Rethinking maximum-margin softmax for adversarial robustness. Comput. Secur. Mohammed Hassanin, Nour Moustafa, Murat Tahtali, Kim-Kwang Raymond Choo
2022	J	`jnl`	Session Invariant EEG Signatures using Elicitation Protocol Fusion and Convolutional Neural Network. IEEE Trans. Dependable Secur. Comput. Essam Soliman Debie, Nour Moustafa, Athanasios V. Vasilakos
2022	J	`jnl`	ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data Sets. IEEE Internet Things J. Tim M. Booij, Irina Chiscop, Erik Meeuwissen, Nour Moustafa, Frank T. H. den Hartog
2022	J	`jnl`	Toward Privacy Preserving Federated Learning in Internet of Vehicular Things: Challenges and Future Directions. IEEE Consumer Electron. Mag. Mohamed Abdel-Basset, Hossam Hawash, Nour Moustafa
2022	J	`jnl`	XSRU-IoMT: Explainable simple recurrent units for threat detection in Internet of Medical Things networks. Future Gener. Comput. Syst. Izhar Ahmed Khan, Nour Moustafa, Imran Razzak, Muhammad Tanveer, Dechang Pi, Yue Pan, Bakht Sher Ali
2021	J	`jnl`	A Cyber Threat Intelligence Sharing Scheme based on Federated Learning for Network Intrusion Detection. CoRR Mohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marius Portmann
2021	J	`jnl`	A Data Driven Review of Board Game Design and Interactions of Their Mechanics. IEEE Access Dilini Samarasinghe, Michael Barlow, Erandi Lakshika, Timothy M. Lynar, Nour Moustafa, Thomas Townsend, Benjamin P. Turnbull
2021	J	`jnl`	A Deep Blockchain Framework-Enabled Collaborative Intrusion Detection for Protecting IoT and Cloud Networks. IEEE Internet Things J. Osama Al-Kadi, Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo
2021	B	`conf`	A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments. TrustCom Nickolaos Koroniotis, Nour Moustafa, Benjamin P. Turnbull, Francesco Schiliro, Praveen Gauravaram, Helge Janicke
2021	J	`jnl`	A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments. CoRR Nickolaos Koroniotis, Nour Moustafa, Benjamin P. Turnbull, Francesco Schiliro, Praveen Gauravaram, Helge Janicke
2021	J	`jnl`	A Security-by-Design Decision-Making Model for Risk Management in Autonomous Vehicles. IEEE Access Mohamed Abdel-Basset, Abduallah Gamal, Nour Moustafa, Ahmed Abdel-Monem, Nissreen A. S. El-Saber
2021	J	`jnl`	An Integrated Framework for Privacy-Preserving Based Anomaly Detection for Cyber-Physical Systems. IEEE Trans. Sustain. Comput. Marwa Keshk, Elena Sitnikova, Nour Moustafa, Jiankun Hu, Ibrahim Khalil
2021	J	`jnl`	DAD: A Distributed Anomaly Detection system using ensemble one-class statistical learning in edge networks. Future Gener. Comput. Syst. Nour Moustafa, Marwa Keshk, Kim-Kwang Raymond Choo, Timothy M. Lynar, Seyit Camtepe, Monica T. Whitty
2021	J	`jnl`	Deep Learning-Enabled Threat Intelligence Scheme in the Internet of Things Networks. IEEE Trans. Netw. Sci. Eng. Muna Al-Hawawreh, Nour Moustafa, Sahil Garg, M. Shamim Hossain
2021	J	`jnl`	Fair and size-scalable participant selection framework for large-scale mobile crowdsensing. J. Syst. Archit. Shu Li, Wei Shen, Muhammad Bilal, Xiaolong Xu, Wanchun Dou, Nour Moustafa
2021	J	`jnl`	Feature Extraction for Machine Learning-based Intrusion Detection in IoT Networks. CoRR Mohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marcus Gallagher, Marius Portmann
2021	J	`jnl`	Generalized Outlier Gaussian Mixture Technique Based on Automated Association Features for Simulating and Detecting Web Application Attacks. IEEE Trans. Sustain. Comput. Nour Moustafa, Gaurav Misra, Jill Slay
2021	J	`jnl`	Hunter in the Dark: Discover Anomalous Network Activities Using Deep Ensemble Networks. CoRR Shiyi Yang, Peilun Wu, Hui Guo, Nour Moustafa
2021	C	`conf`	Hunter in the Dark: Discover Anomalous Network Activity Using Deep Ensemble Network. QRS Shiyi Yang, Hui Guo, Nour Moustafa
2021	—	`conf`	Intrusion Detection System for SDN-enabled IoT Networks using Machine Learning Techniques. EDOC Workshops Javed Ashraf, Nour Moustafa, Asim D. Bakhshi, Abdullah Javed
2021	J	`jnl`	Mitigating the impact of adversarial attacks in very deep networks. Appl. Soft Comput. Mohammed Hassanin, Ibrahim Radwan, Nour Moustafa, Murat Tahtali, Neeraj Kumar
2021	J	`jnl`	Multi-Objective Task Scheduling Approach for Fog Computing. IEEE Access Mohamed Abdel-Basset, Nour Moustafa, Reda Mohamed, Osama M. Elkomy, Mohamed Abouhawwash
2021	J	`jnl`	Novel Deep Learning-Enabled LSTM Autoencoder Architecture for Discovering Anomalous Events From Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. Javed Ashraf, Asim D. Bakhshi, Nour Moustafa, Hasnat Khurshid, Abdullah Javed, Amin Beheshti
2021	J	`jnl`	Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical Systems. IEEE Access Marwa Keshk, Benjamin P. Turnbull, Elena Sitnikova, Dinusha Vatsalan, Nour Moustafa
2021	J	`jnl`	Security and Privacy for Artificial Intelligence: Opportunities and Challenges. CoRR Ayodeji Oseni, Nour Moustafa, Helge Janicke, Peng Liu, Zahir Tari, Athanasios V. Vasilakos
2021	J	`jnl`	Towards a Standard Feature Set of NIDS Datasets. CoRR Mohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marius Portmann
2021	J	`jnl`	Two-Stage Deep Learning Framework for Discrimination between COVID-19 and Community-Acquired Pneumonia from Chest CT scans. Pattern Recognit. Lett. Mohamed Abdel-Basset, Hossam Hawash, Nour Moustafa, Osama M. Elkomy
2020	—	`conf`	A Collaborative Intrusion Detection System Using Deep Blockchain Framework for Securing Cloud Networks. IntelliSys (1) Osama Al-Kadi, Nour Moustafa, Benjamin P. Turnbull
2020	—	`conf`	A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D Models. SSCI Mohammed Hassanin, Nour Moustafa, Murat Tahtali
2020	J	`jnl`	A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D Models. CoRR Mohammed Hassanin, Nour Moustafa, Murat Tahtali
2020	J	`jnl`	A Holistic Review of Cybersecurity and Reliability Perspectives in Smart Airports. IEEE Access Nickolaos Koroniotis, Nour Moustafa, Francesco Schiliro, Praveen Gauravaram, Helge Janicke
2020	—	`conf`	A Novel Cognitive Computing Technique Using Convolutional Networks for Automating the Criminal Investigation Process in Policing. IntelliSys (1) Francesco Schiliro, Amin Beheshti, Nour Moustafa
2020	B	`conf`	A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain Signals. IJCNN Essam Soliman Debie, Nour Moustafa, Monica T. Whitty
2020	J	`jnl`	A Privacy-Preserving-Framework-Based Blockchain and Deep Learning for Protecting Smart Power Networks. IEEE Trans. Ind. Informatics Marwa Keshk, Benjamin P. Turnbull, Nour Moustafa, Dinusha Vatsalan, Kim-Kwang Raymond Choo
2020	J	`jnl`	A Review of Intrusion Detection and Blockchain Applications in the Cloud: Approaches, Challenges and Solutions. IEEE Access Osama Al-Kadi, Nour Moustafa, Benjamin P. Turnbull
2020	—	`conf`	A Tri-level Programming Framework for Modelling Attacks and Defences in Cyber-Physical Systems. Australasian Conference on Artificial Intelligence Waleed Yamany, Nour Moustafa, Benjamin P. Turnbull
2020	J	`jnl`	A new network forensic framework based on deep learning for Internet of Things networks: A particle deep framework. Future Gener. Comput. Syst. Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova
2020	—	`ed.`	AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29-30, 2020, Proceedings Australasian Conference on Artificial Intelligence Marcus Gallagher, Nour Moustafa, Erandi Lakshika
2020	J	`jnl`	An Ontological Graph Identification Method for Improving Localization of IP Prefix Hijacking in Network Systems. IEEE Trans. Inf. Forensics Secur. Osama Al-Kadi, Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo
2020	—	`conf`	Autonomous detection of malicious events using machine learning models in drone networks. DroneCom@MobiCom Nour Moustafa, Alireza Jolfaei
2020	—	`conf`	Cognitive Privacy: AI-enabled Privacy using EEG Signals in the Internet of Things. DependSys Francesco Schiliro, Nour Moustafa, Amin Beheshti
2020	B	`conf`	Data Analytics-enabled Intrusion Detection: Evaluations of ToN IoT Linux Datasets. TrustCom Nour Moustafa, Mohiuddin Ahmed, Sherif Ahmed
2020	J	`jnl`	Data Analytics-enabled Intrusion Detection: Evaluations of ToN_IoT Linux Datasets. CoRR Nour Moustafa, Mohiuddin Ahmed, Sherif Ahmed
2020	B	`conf`	Densely Connected Residual Network for Attack Recognition. TrustCom Peilun Wu, Nour Moustafa, Shiyi Yang, Hui Guo
2020	J	`jnl`	Densely Connected Residual Network for Attack Recognition. CoRR Peilun Wu, Nour Moustafa, Shiyi Yang, Hui Guo
2020	—	`conf`	Enhancing IoT Anomaly Detection Performance for Federated Learning. MSN Brett Weinger, Jinoh Kim, Alex Sim, Makiya Nakashima, Nour Moustafa, K. John Wu
2020	J	`jnl`	Enhancing network forensics with particle swarm and deep learning: The particle deep framework. CoRR Nickolaos Koroniotis, Nour Moustafa
2020	J	`jnl`	FGMC-HADS: Fuzzy Gaussian mixture-based correntropy models for detecting zero-day attacks from linux systems. Comput. Secur. Waqas Haider, Nour Moustafa, Marwa Keshk, Amanda S. Fernandez, Kim-Kwang Raymond Choo, Abdul Wahab
2020	B	`conf`	Federated TON_IoT Windows Datasets for Evaluating AI-based Security Applications. TrustCom Nour Moustafa, Marwa Keshk, Essam Soliman Debie, Helge Janicke
2020	J	`jnl`	Federated TON_IoT Windows Datasets for Evaluating AI-based Security Applications. CoRR Nour Moustafa, Marwa Keshk, Essam Soliman Debie, Helge Janicke
2020	J	`jnl`	Mitigating the Impact of Adversarial Attacks in Very Deep Networks. CoRR Mohammed Hassanin, Ibrahim Radwan, Nour Moustafa, Murat Tahtali, Neeraj Kumar
2020	—	`conf`	NetFlow Datasets for Machine Learning-Based Network Intrusion Detection Systems. BDTA/WiCON Mohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marius Portmann
2020	J	`jnl`	NetFlow Datasets for Machine Learning-based Network Intrusion Detection Systems. CoRR Mohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marius Portmann
2020	—	`conf`	Pelican: A Deep Residual Network for Network Intrusion Detection. DSN Workshops Peilun Wu, Hui Guo, Nour Moustafa
2020	B	`conf`	Privacy-Encoding Models for Preserving Utility of Machine Learning Algorithms in Social Media. TrustCom Sara Salim, Nour Moustafa, Benjamin P. Turnbull
2020	—	`conf`	Privacy-Preserving Techniques for Protecting Large-Scale Data of Cyber-Physical Systems. MSN Marwa Keshk, Nour Moustafa, Elena Sitnikova, Benjamin P. Turnbull, Dinusha Vatsalan
2020	J	`jnl`	Streaming service provisioning in IoT-based healthcare: An integrated edge-cloud perspective. Trans. Emerg. Telecommun. Technol. Partha Pratim Ray, Dinesh Dash, Nour Moustafa
2020	J	`jnl`	TON_IoT Telemetry Dataset: A New Generation Dataset of IoT and IIoT for Data-Driven Intrusion Detection Systems. IEEE Access Abdullah Alsaedi, Nour Moustafa, Zahir Tari, Abdun Naser Mahmood, Adnan Anwar
2019	J	`jnl`	A Systemic IoT-Fog-Cloud Architecture for Big-Data Analytics and Cyber Security Systems: A Review of Fog Computing. CoRR Nour Moustafa
2019	J	`jnl`	A holistic review of Network Anomaly Detection Systems: A comprehensive survey. J. Netw. Comput. Appl. Nour Moustafa, Jiankun Hu, Jill Slay
2019	J	`jnl`	An Ensemble Intrusion Detection Technique Based on Proposed Statistical Flow Features for Protecting Network Traffic of Internet of Things. IEEE Internet Things J. Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo
2019	J	`jnl`	Forensics and Deep Learning Mechanisms for Botnets in Internet of Things: A Survey of Challenges and Solutions. IEEE Access Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova
2019	J	`jnl`	Hierarchical Adversarial Network for Human Pose Estimation. IEEE Access Ibrahim Radwan, Nour Moustafa, Byron W. Keating, Kim-Kwang Raymond Choo, Roland Goecke
2019	J	`jnl`	Mixture Localization-Based Outliers Models for securing Data Migration in Cloud Centers. IEEE Access Osama Al-Kadi, Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo
2019	J	`jnl`	Novel Geometric Area Analysis Technique for Anomaly Detection Using Trapezoidal Area Estimation on Large-Scale Networks. IEEE Trans. Big Data Nour Moustafa, Jill Slay, Gideon Creech
2019	J	`jnl`	Outlier Dirichlet Mixture Mechanism: Adversarial Statistical Learning for Anomaly Detection in the Fog. IEEE Trans. Inf. Forensics Secur. Nour Moustafa, Kim-Kwang Raymond Choo, Ibrahim Radwan, Seyit Camtepe
2019	J	`jnl`	Towards the development of realistic botnet dataset in the Internet of Things for network forensic analytics: Bot-IoT dataset. Future Gener. Comput. Syst. Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Benjamin P. Turnbull
2018	—	`conf`	A Network Forensic Scheme Using Correntropy-Variation for Attack Detection. IFIP Int. Conf. Digital Forensics Nour Moustafa, Jill Slay
2018	J	`jnl`	A New Threat Intelligence Scheme for Safeguarding Industry 4.0 Systems. IEEE Access Nour Moustafa, Erwin Adi, Benjamin P. Turnbull, Jiankun Hu
2018	—	`conf`	A digital identity stack to improve privacy in the IoT. WF-IoT Stephen Wilson, Nour Moustafa, Elena Sitnikova
2018	J	`jnl`	Deep Gaussian Mixture-Hidden Markov Model for Classification of EEG Signals. IEEE Trans. Emerg. Top. Comput. Intell. Min Wang, Sherif M. Abdelfattah, Nour Moustafa, Jiankun Hu
2018	J	`jnl`	Identification of malicious activities in industrial internet of things based on deep learning models. J. Inf. Secur. Appl. Muna Al-Hawawreh, Nour Moustafa, Elena Sitnikova
2018	—	`conf`	Towards Automation of Vulnerability and Exploitation Identification in IIoT Networks. ICII Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo
2018	J	`jnl`	Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset. CoRR Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Benjamin P. Turnbull
2017	J	`jnl`	A hybrid feature selection for network intrusion detection systems: Central points. CoRR Nour Moustafa, Jill Slay
2017	J	`jnl`	Collaborative Anomaly Detection Framework for handling Big Data of Cloud Computing. CoRR Nour Moustafa, Gideon Creech, Elena Sitnikova, Marwa Keshk
2017	—	`conf`	Collaborative anomaly detection framework for handling big data of cloud computing. MilCIS Nour Moustafa, Gideon Creech, Elena Sitnikova, Marwa Keshk
2017	—	`conf`	Designing Anomaly Detection System for Cloud Servers by Frequency Domain Features of System Call Identifiers and Machine Learning. MONAMI Waqas Haider, Jiankun Hu, Nour Moustafa
2017	—	`—`	Designing an online and reliable statistical anomaly detection framework for dealing with large high-speed network traffic. Nour Moustafa
2017	J	`jnl`	Privacy Preservation Intrusion Detection Technique for SCADA Systems. CoRR Marwa Keshk, Nour Moustafa, Elena Sitnikova, Gideon Creech
2017	—	`conf`	Privacy preservation intrusion detection technique for SCADA systems. MilCIS Marwa Keshk, Nour Moustafa, Elena Sitnikova, Gideon Creech
2017	—	`conf`	Probability Risk Identification Based Intrusion Detection System for SCADA Systems. MONAMI Thomas Marsden, Nour Moustafa, Elena Sitnikova, Gideon Creech
2017	J	`jnl`	Probability Risk Identification Based Intrusion Detection System for SCADA Systems. CoRR Thomas Marsden, Nour Moustafa, Elena Sitnikova, Gideon Creech
2017	J	`jnl`	RCNF: Real-time Collaborative Network Forensic Scheme for Evidence Analysis. CoRR Nour Moustafa, Jill Slay
2017	—	`conf`	Towards Developing Network Forensic Mechanism for Botnet Activities in the IoT Based on Machine Learning Techniques. MONAMI Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Jill Slay
2017	J	`jnl`	Towards Developing Network forensic mechanism for Botnet Activities in the IoT based on Machine Learning Techniques. CoRR Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Jill Slay
2016	J	`jnl`	The evaluation of Network Anomaly Detection Systems: Statistical analysis of the UNSW-NB15 data set and the comparison with the KDD99 data set. Inf. Secur. J. A Glob. Perspect. Nour Moustafa, Jill Slay
2015	—	`conf`	The Significant Features of the UNSW-NB15 and the KDD99 Data Sets for Network Intrusion Detection Systems. BADGERS@RAID Nour Moustafa, Jill Slay
2015	—	`conf`	UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set). MilCIS Nour Moustafa, Jill Slay