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2025

Large language models for cyber resilience: A comprehensive review, challenges, and future perspectivesWeiping Ding 0001, Mohamed Abdel Basset, Ahmed M. Ali 0005, Nour Moustafa. asc, 170:112663, 2025. [doi]

VIFL: vulnerability identification using federated learning in the internet of things systemsWael Issa, Nour Moustafa, Benjamin P. Turnbull, Nasrin Sohrabi, Zahir Tari, Albert Y. Zomaya. computing, 107(1):8, January 2025. [doi]

2024

A threat intelligence framework for protecting smart satellite-based healthcare networksMuna Al-Hawawreh 0001, Nour Moustafa, Jill Slay. nca, 36(1):15-35, January 2024. [doi]

A survey of intelligent multimedia forensics for internet of things communications: Approaches, strategies, perspectives, and challenges for a sustainable futureWei-Ping Ding 0001, Mohamed Abdel Basset, Ahmed M. Ali 0005, Nour Moustafa. eaai, 138:109451, 2024. [doi]

Explainable deep learning for attack intelligence and combating cyber-physical attacksMuna Al-Hawawreh 0001, Nour Moustafa. adhoc, 153:103329, February 2024. [doi]

SPEI-FL: Serverless Privacy Edge Intelligence-Enabled Federated Learning in Smart Healthcare SystemsMahmuda Akter, Nour Moustafa, Benjamin P. Turnbull. cogcom, 16(5):2626-2641, September 2024. [doi]

Privacy-preserved learning from non-i.i.d data in fog-assisted IoT: A federated learning approachMohamed Abdel Basset, Hossam Hawash, Nour Moustafa, Imran Razzak, Mohamed Abd Elfattah. dcan, 10(2):404-415, 2024. [doi]

A Predictive Profiling and Performance Modeling Approach for Distributed Stream Processing in EdgeHasan Geren, Nasrin Sohrabi, Zahir Tari, Nour Moustafa. icde 2024: 1520-1532 [doi]

Dynamic Hypersphere Embedding Scale Against Adversarial AttacksMohammed Hassanin, Nour Moustafa, Imran Razzak, M. Tanveer 0001, David G. A. Ormrod, Jill Slay. tem, 71:12475-12486, 2024. [doi]

RVE-PFL: Robust Variational Encoder-Based Personalized Federated Learning Against Model Inversion AttacksWael Issa, Nour Moustafa, Benjamin P. Turnbull, Kim-Kwang Raymond Choo. tifs, 19:3772-3787, 2024. [doi]

CNA-TCC: Campaign Network Attribute Based Thematic Campaign ClassificationNathan Johnson, Benjamin P. Turnbull, Martin Reisslein, Nour Moustafa. tcss, 11(4):4636-4648, August 2024. [doi]

Deep-Federated-Learning-Based Threat Detection Model for Extreme Satellite CommunicationsSara Salim, Nour Moustafa, Mohamed Hassanian, David Ormod, Jill Slay. iotj, 11(3):3853-3867, February 2024. [doi]

A Blockchain-Enabled Explainable Federated Learning for Securing Internet-of-Things-Based Social Media 3.0 NetworksSara Salim, Benjamin P. Turnbull, Nour Moustafa. tcss, 11(4):4681-4697, August 2024. [doi]

Feature extraction for machine learning-based intrusion detection in IoT networksMohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marcus Gallagher, Marius Portmann. dcan, 10(1):205-216, 2024. [doi]

Cybersecurity when working from home during COVID-19: considering the human factorsMonica T. Whitty, Nour Moustafa, Marthie Grobler. cybersecurity, 10(1), January 2024. [doi]

Swarm Optimization-Based Federated Learning for the Cyber Resilience of Internet of Things Systems Against Adversarial AttacksWaleed Yamany, Marwa Keshk, Nour Moustafa, Benjamin P. Turnbull. tce, 70(1):1359-1369, February 2024. [doi]

2023

AI-Enabled Secure Microservices in Edge Computing: Opportunities and ChallengesFiras Al-Doghman, Nour Moustafa, Ibrahim Khalil, Nasrin Sohrabi, Zahir Tari, Albert Y. Zomaya. tsc, 16(2):1485-1504, March - April 2023. [doi]

USMD: UnSupervised Misbehaviour Detection for Multi-Sensor DataAbdullah Alsaedi, Zahir Tari, Md. Redowan Mahmud, Nour Moustafa, Abdun Mahmood, Adnan Anwar. tdsc, 20(1):724-739, 2023. [doi]

Trustworthy Deep Neural Network for Inferring Anticancer Synergistic CombinationsMuhammad Alsherbiny, Ibrahim Radwan, Nour Moustafa, Deep Jyoti Bhuyan, Muath El-Waisi, Dennis Chang, Chunguang Li. titb, 27(4):1691-1700, April 2023. [doi]

Privacy-Preserved Generative Network for Trustworthy Anomaly Detection in Smart Grids: A Federated Semisupervised ApproachMohamed Abdel Basset, Nour Moustafa, Hossam Hawash. tii, 19(1):995-1005, 2023. [doi]

Privacy-Preserving Microservices in Industrial Internet-of-Things-Driven Smart ApplicationsNeda Bugshan, Ibrahim Khalil, Nour Moustafa, Mohammad Saidur Rahman 0001. iotj, 10(4):2821-2831, February 15 2023. [doi]

An improved Henry gas optimization algorithm for joint mining decision and resource allocation in a MEC-enabled blockchain networksReda M. Hussien, Amr A. Abohany, Nour Moustafa, Karam M. Sallam. nca, 35(25):18665-18680, September 2023. [doi]

Blockchain-Based Federated Learning for Securing Internet of Things: A Comprehensive SurveyWael Issa, Nour Moustafa, Benjamin P. Turnbull, Nasrin Sohrabi, Zahir Tari. ACM Comput. Surv., 55(9), 2023. [doi]

An explainable deep learning-enabled intrusion detection framework in IoT networksMarwa Keshk, Nickolaos Koroniotis, Nam Pham, Nour Moustafa, Benjamin P. Turnbull, Albert Y. Zomaya. isci, 639:119000, August 2023. [doi]

DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 NetworksIzhar Ahmed Khan, Nour Moustafa, Dechang Pi, Yasir Hussain, Nauman Ali Khan. tii, 19(3):3300-3309, March 2023. [doi]

The SAir-IIoT Cyber Testbed as a Service: A Novel Cybertwins Architecture in IIoT-Based Smart AirportsNickolaos Koroniotis, Nour Moustafa, Francesco Schiliro, Praveen Gauravaram, Helge Janicke. tits, 24(2):2368-2381, February 2023. [doi]

Digital Forensics based on Federated Learning in IoT EnvironmentHania Mohamed, Nickolaos Koroniotis, Nour Moustafa. acsw 2023: 92-101 [doi]

Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and SolutionsNour Moustafa, Nickolaos Koroniotis, Marwa Keshk, Albert Y. Zomaya, Zahir Tari. comsur, 25(3):1775-1807, thirdquarter 2023. [doi]

An Explainable Deep Learning Framework for Resilient Intrusion Detection in IoT-Enabled Transportation NetworksAyodeji Oseni, Nour Moustafa, Gideon Creech, Nasrin Sohrabi, Andrew Strelzoff, Zahir Tari, Igor Linkov. tits, 24(1):1000-1014, January 2023. [doi]

Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion DetectionMohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marius Portmann. jnsm, 31(1):3, 2023. [doi]

DeepCog: A Trustworthy Deep Learning-Based Human Cognitive Privacy Framework in Industrial PolicingFrancesco Schiliro, Nour Moustafa, Imran Razzak, Amin Beheshti. tits, 24(7):7485-7493, 2023. [doi]

A Holistic Review of Cyber-Physical-Social Systems: New Directions and OpportunitiesTheresa May Sobb, Benjamin P. Turnbull, Nour Moustafa. sensors, 23(17):7391, September 2023. [doi]

OQFL: An Optimized Quantum-Based Federated Learning Framework for Defending Against Adversarial Attacks in Intelligent Transportation SystemsWaleed Yamany, Nour Moustafa, Benjamin P. Turnbull. tits, 24(1):893-903, January 2023. [doi]

CDTier: A Chinese Dataset of Threat Intelligence Entity RelationshipsYinghai Zhou, Yitong Ren, Ming Yi, Yanjun Xiao, Zhiyuan Tan 0001, Nour Moustafa, Zhihong Tian. tsusc, 8(4):627-638, October - December 2023. [doi]

2022

A Blockchain-Enabled Privacy-Preserving Verifiable Query Framework for Securing Cloud-Assisted Industrial Internet of Things SystemsMohammad Saidur Rahman 0001, Ibrahim Khalil, Nour Moustafa, Aditya Pribadi Kalapaaking, Abdelaziz Bouras. tii, 18(7):5007-5017, 2022. [doi]

Interval type-2 fuzzy temporal convolutional autoencoder for gait-based human identification and authenticationWeiping Ding 0001, Mohamed Abdel Basset, Hossam Hawash, Nour Moustafa. isci, 597:144-165, 2022. [doi]

A Blockchain-Based Emergency Message Transmission Protocol for Cooperative VANETMohiuddin Ahmed, Nour Moustafa, A. F. M. Suaib Akhter, Imran Razzak, Ehsanuzzaman Surid, Adnan Anwar, A. F. M. Shahen Shah, Ahmet Zengin. tits, 23(10):19624-19633, 2022. [doi]

Edge Intelligence-based Privacy Protection Framework for IoT-based Smart Healthcare SystemsMahmuda Akter, Nour Moustafa, Timothy M. Lynar. infocom 2022: 1-8 [doi]

Edge Intelligence: Federated Learning-Based Privacy Protection Framework for Smart Healthcare SystemsMahmuda Akter, Nour Moustafa, Timothy M. Lynar, Imran Razzak. titb, 26(12):5805-5816, 2022. [doi]

An Automated Task Scheduling Model Using Non-Dominated Sorting Genetic Algorithm II for Fog-Cloud SystemsIsmail M. Ali, Karam M. Sallam, Nour Moustafa, Ripon Chakraborty, Michael J. Ryan, Kim-Kwang Raymond Choo. tcc, 10(4):2294-2308, 2022. [doi]

Blind Camcording-Resistant Video Watermarking in the DTCWT and SVD DomainMd. Asikuzzaman, Hannes Mareen, Nour Moustafa, Kim-Kwang Raymond Choo, Mark R. Pickering. access, 10:15681-15698, 2022. [doi]

Toward Privacy Preserving Federated Learning in Internet of Vehicular Things: Challenges and Future DirectionsMohamed Abdel Basset, Hossam Hawash, Nour Moustafa. cem, 11(6):56-66, 2022. [doi]

Privacy-Preserved Cyberattack Detection in Industrial Edge of Things (IEoT): A Blockchain-Orchestrated Federated Learning ApproachMohamed Abdel Basset, Nour Moustafa, Hossam Hawash. tii, 18(11):7920-7934, 2022. [doi]

H2HI-Net: A Dual-Branch Network for Recognizing Human-to-Human Interactions From Channel-State InformationMohamed Abdel Basset, Hossam Hawash, Nour Moustafa, Nazeeruddin Mohammad. iotj, 9(12):10010-10021, 2022. [doi]

Federated Intrusion Detection in Blockchain-Based Smart Transportation SystemsMohamed Abdel Basset, Nour Moustafa, Hossam Hawash, Imran Razzak, Karam M. Sallam, Osama M. Elkomy. tits, 23(3):2523-2537, 2022. [doi]

Deep Learning Techniques for IoT Security and PrivacyMohamed Abdel Basset, Nour Moustafa, Hossam Hawash, Weiping Ding 0001. Volume 997 of Studies in Computational Intelligence, Springer, 2022. [doi]

ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data SetsTim M. Booij, Irina Chiscop, Erik Meeuwissen, Nour Moustafa, Frank T. H. den Hartog. iotj, 9(1):485-496, 2022. [doi]

Radial Basis Function Network with Differential PrivacyNeda Bugshan, Ibrahim Khalil, Nour Moustafa, Mahathir Almashor, Alsharif Abuadbba. fgcs, 127:473-486, 2022. [doi]

AI-Driven Synthetic Biology for Non-Small Cell Lung Cancer Drug Effectiveness-Cost Analysis in Intelligent Assisted Medical SystemsLiu Chang, Jia Wu 0002, Nour Moustafa, Ali Kashif Bashir, Keping Yu. titb, 26(10):5055-5066, 2022. [doi]

Session Invariant EEG Signatures using Elicitation Protocol Fusion and Convolutional Neural NetworkEssam Soliman Debie, Nour Moustafa, Athanasios V. Vasilakos. tdsc, 19(4):2488-2500, 2022. [doi]

Rethinking maximum-margin softmax for adversarial robustnessMohammed Hassanin, Nour Moustafa, Murat Tahtali, Kim-Kwang Raymond Choo. compsec, 116:102640, 2022. [doi]

A holistic survey on the use of emerging technologies to provision secure healthcare solutionsSenthil Kumar Jagatheesaperumal, Preeti Mishra, Nour Moustafa, Rahul Chauhan. cee, 99:107691, 2022. [doi]

Privacy-preserving big data analytics for cyber-physical systemsMarwa Keshk, Nour Moustafa, Elena Sitnikova, Benjamin P. Turnbull. winet, 28(3):1241-1249, 2022. [doi]

An Enhanced Multi-Stage Deep Learning Framework for Detecting Malicious Activities From Autonomous VehiclesIzhar Ahmed Khan, Nour Moustafa, Dechang Pi, Waqas Haider, Bentian Li, Alireza Jolfaei. tits, 23(12):25469-25478, 2022. [doi]

A New Explainable Deep Learning Framework for Cyber Threat Discovery in Industrial IoT NetworksIzhar Ahmed Khan, Nour Moustafa, Dechang Pi, Karam M. Sallam, Albert Y. Zomaya, Bentian Li. iotj, 9(13):11604-11613, 2022. [doi]

XSRU-IoMT: Explainable simple recurrent units for threat detection in Internet of Medical Things networksIzhar Ahmed Khan, Nour Moustafa, Imran Razzak, Muhammad Tanveer 0001, Dechang Pi, Yue Pan, Bakht Sher Ali. fgcs, 127:181-193, 2022. [doi]

A new Intelligent Satellite Deep Learning Network Forensic framework for smart satellite networksNickolaos Koroniotis, Nour Moustafa, Jill Slay. cee, 99:107745, 2022. [doi]

Guest Editorial: AI-Enabled Threat Intelligence and Hunting Microservices for Distributed Industrial IoT SystemNour Moustafa, Kim-Kwang Raymond Choo, Adnan M. Abu-Mahfouz. tii, 18(3):1892-1895, 2022. [doi]

Progressive ShallowNet for large scale dynamic and spontaneous facial behaviour analysis in childrenAbdul Qayyum, Imran Razzak, Nour Moustafa, Moona Mazher. ivc, 119:104375, 2022. [doi]

An Intelligent Risk Management Framework for Monitoring Vehicular Engine HealthMd Abdur Rahim, Md. Arafatur Rahman, Md. Mustafizur Rahman, Nafees Zaman, Nour Moustafa, Imran Razzak. tgcn, 6(3):1298-1306, 2022. [doi]

Renewable Energy Re-Distribution via Multiscale IoT for 6G-Oriented Green Highway ManagementMd. Arafatur Rahman, Marufa Yasmin Mukta, A. Taufiq Asyhari, Nour Moustafa, Mohammad N. Patwary, Abu Yousuf, Imran Razzak, Brij B. Gupta. tits, 23(12):23771-23780, 2022. [doi]

A Secure and Intelligent Framework for Vehicle Health Monitoring Exploiting Big-Data AnalyticsMd. Arafatur Rahman, Md Abdur Rahim, Md. Mustafizur Rahman, Nour Moustafa, Imran Razzak, Tanvir Ahmad, Mohammad N. Patwary. tits, 23(10):19727-19742, 2022. [doi]

One-class tensor machine with randomized projection for large-scale anomaly detection in high-dimensional and noisy dataImran Razzak, Nour Moustafa, Shahid Mumtaz, Guangdong Xu. ijis, 37(8):4515-4536, 2022. [doi]

Perturbation-enabled Deep Federated Learning for Preserving Internet of Things-based Social NetworksSara Salim, Nour Moustafa, Benjamin P. Turnbull, Imran Razzak. tomccap, 18(2s), 2022. [doi]

Data analytics of social media 3.0: Privacy protection perspectives for integrating social media and Internet of Things (SM-IoT) systemsSara Salim, Benjamin P. Turnbull, Nour Moustafa. adhoc, 128:102786, 2022. [doi]

Enhancing IoT anomaly detection performance for federated learningBrett Weinger, Jinoh Kim, Alex Sim, Makiya Nakashima, Nour Moustafa, K. John Wu. dcan, 8(3):314-323, 2022. [doi]

2021

Deep Learning-Enabled Threat Intelligence Scheme in the Internet of Things NetworksMuna Al-Hawawreh, Nour Moustafa, Sahil Garg, M. Shamim Hossain. tnse, 8(4):2968-2981, 2021. [doi]

A Deep Blockchain Framework-Enabled Collaborative Intrusion Detection for Protecting IoT and Cloud NetworksOsama Al-Kadi, Nour Moustafa, Benjamin Turnbull, Kim-Kwang Raymond Choo. iotj, 8(12):9463-9472, 2021. [doi]

Intrusion Detection System for SDN-enabled IoT Networks using Machine Learning TechniquesJaved Ashraf, Nour Moustafa, Asim D. Bakhshi, Abdullah Javed. edoc 2021: 46-52 [doi]

Novel Deep Learning-Enabled LSTM Autoencoder Architecture for Discovering Anomalous Events From Intelligent Transportation SystemsJaved Ashraf, Asim D. Bakhshi, Nour Moustafa, Hasnat Khurshid, Abdullah Javed, Amin Beheshti. tits, 22(7):4507-4518, 2021. [doi]

Multi-Objective Task Scheduling Approach for Fog ComputingMohamed Abdel Basset, Nour Moustafa, Reda Mohamed, Osama M. Elkomy, Mohamed Abouhawwash. access, 9:126988-127009, 2021. [doi]

A Security-by-Design Decision-Making Model for Risk Management in Autonomous VehiclesMohamed Abdel Basset, Abduallah Gamal, Nour Moustafa, Ahmed Abdel-Monem, Nissreen El-Saber. access, 9:107657-107679, 2021. [doi]

Two-Stage Deep Learning Framework for Discrimination between COVID-19 and Community-Acquired Pneumonia from Chest CT scansMohamed Abdel Basset, Hossam Hawash, Nour Moustafa, Osama M. Elkomy. prl, 152:311-319, 2021. [doi]

Mitigating the impact of adversarial attacks in very deep networksMohammed Hassanin, Ibrahim Radwan, Nour Moustafa, Murat Tahtali, Neeraj Kumar. asc, 105:107231, 2021. [doi]

Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical SystemsMarwa Keshk, Benjamin Turnbull, Elena Sitnikova, Dinusha Vatsalan, Nour Moustafa. access, 9:55077-55097, 2021. [doi]

An Integrated Framework for Privacy-Preserving Based Anomaly Detection for Cyber-Physical SystemsMarwa Keshk, Elena Sitnikova, Nour Moustafa, Jiankun Hu, Ibrahim Khalil. tsusc, 6(1):66-79, 2021. [doi]

A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things EnvironmentsNickolaos Koroniotis, Nour Moustafa, Benjamin P. Turnbull, Francesco Schiliro, Praveen Gauravaram, Helge Janicke. trustcom 2021: 887-894 [doi]

Fair and size-scalable participant selection framework for large-scale mobile crowdsensingShu Li, Wei Shen 0005, Muhammad Bilal 0003, Xiaolong Xu 0001, Wanchun Dou, Nour Moustafa. jsa, 119:102273, 2021. [doi]

Generalized Outlier Gaussian Mixture Technique Based on Automated Association Features for Simulating and Detecting Web Application AttacksNour Moustafa, Gaurav Misra, Jill Slay. tsusc, 6(2):245-256, 2021. [doi]

DAD: A Distributed Anomaly Detection system using ensemble one-class statistical learning in edge networksNour Moustafa, Marwa Keshk, Kim-Kwang Raymond Choo, Timothy Lynar, Seyit Camtepe, Monica T. Whitty. fgcs, 118:240-251, 2021. [doi]

A Data Driven Review of Board Game Design and Interactions of Their MechanicsDilini Samarasinghe, Michael Barlow, Erandi Lakshika, Timothy M. Lynar, Nour Moustafa, Thomas Townsend, Benjamin P. Turnbull. access, 9:114051-114069, 2021. [doi]

Hunter in the Dark: Discover Anomalous Network Activity Using Deep Ensemble NetworkShiyi Yang, Hui Guo, Nour Moustafa. qrs 2021: 829-840 [doi]

2020

A Collaborative Intrusion Detection System Using Deep Blockchain Framework for Securing Cloud NetworksOsama Al-Kadi, Nour Moustafa, Benjamin Turnbull. intellisys 2021: 553-565 [doi]

An Ontological Graph Identification Method for Improving Localization of IP Prefix Hijacking in Network SystemsOsama Al-Kadi, Nour Moustafa, Benjamin Turnbull, Kim-Kwang Raymond Choo. tifs, 15:1164-1174, 2020. [doi]

A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain SignalsEssam Soliman Debie, Nour Moustafa, Monica T. Whitty. ijcnn 2020: 1-8 [doi]

FGMC-HADS: Fuzzy Gaussian mixture-based correntropy models for detecting zero-day attacks from linux systemsWaqas Haider, Nour Moustafa, Marwa Keshk, Amanda Fernandez, Kim-Kwang Raymond Choo, Abdul Wahab. compsec, 96:101906, 2020. [doi]

A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D ModelsMohammed Hassanin, Nour Moustafa, Murat Tahtali. ssci 2020: 1499-1505 [doi]

Privacy-Preserving Techniques for Protecting Large-Scale Data of Cyber-Physical SystemsMarwa Keshk, Nour Moustafa, Elena Sitnikova, Benjamin Turnbull, Dinusha Vatsalan. msn 2020: 711-717 [doi]

A Privacy-Preserving-Framework-Based Blockchain and Deep Learning for Protecting Smart Power NetworksMarwa Keshk, Benjamin Turnbull, Nour Moustafa, Dinusha Vatsalan, Kim-Kwang Raymond Choo. tii, 16(8):5110-5118, 2020. [doi]

A new network forensic framework based on deep learning for Internet of Things networks: A particle deep frameworkNickolaos Koroniotis, Nour Moustafa, Elena Sitnikova. fgcs, 110:91-106, 2020. [doi]

A Holistic Review of Cybersecurity and Reliability Perspectives in Smart AirportsNickolaos Koroniotis, Nour Moustafa, Francesco Schiliro, Praveen Gauravaram, Helge Janicke. access, 8:209802-209834, 2020. [doi]

Federated TON_IoT Windows Datasets for Evaluating AI-based Security ApplicationsNour Moustafa, Marwa Keshk, Essam Soliman Debie, Helge Janicke. trustcom 2020: 848-855 [doi]

Autonomous detection of malicious events using machine learning models in drone networksNour Moustafa, Alireza Jolfaei. mobicom 2020: 61-66 [doi]

Data Analytics-enabled Intrusion Detection: Evaluations of ToN IoT Linux DatasetsNour Moustafa, Mohiuddin Ahmed, Sherif Ahmed. trustcom 2020: 727-735 [doi]

Privacy-Encoding Models for Preserving Utility of Machine Learning Algorithms in Social MediaSara Salim, Nour Moustafa, Benjamin Turnbull. trustcom 2020: 856-863 [doi]

NetFlow Datasets for Machine Learning-Based Network Intrusion Detection SystemsMohanad Sarhan, Siamak Layeghy, Nour Moustafa, Marius Portmann. wicon 2021: 117-135 [doi]

Enhancing IoT Anomaly Detection Performance for Federated LearningBrett Weinger, Jinoh Kim, Alex Sim, Makiya Nakashima, Nour Moustafa, K. John Wu. msn 2020: 206-213 [doi]

Densely Connected Residual Network for Attack RecognitionPeilun Wu, Nour Moustafa, Shiyi Yang, Hui Guo. trustcom 2020: 233-242 [doi]

Pelican: A Deep Residual Network for Network Intrusion DetectionPeilun Wu, Hui Guo, Nour Moustafa. dsn 2020: 55-62 [doi]

A Tri-level Programming Framework for Modelling Attacks and Defences in Cyber-Physical SystemsWaleed Yamany, Nour Moustafa, Benjamin Turnbull. ausai 2020: 94-109 [doi]

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