Reliability Analysis of Process Systems Using Intuitionistic Fuzzy Set Theory
Mohammad Yazdi, Sohag Kabir, Mohit Kumar, Ibrahim Ghafir, and Farhana Islam (2023) Advances in Reliability, Failure and Risk Analysis. Springer Nature Singapore Pte Ltd.
Dr. Ibrahim Ghafir
Assistant Professor
- Area
- School of CSAI&E
- Faculty of Eng & Digital Technologies
- Phone
- Link
Biography
Dr Ibrahim Ghafir is an Assistant Professor in Computer Science at the Faculty of Engineering and Digital Technologies, University of Bradford. Dr Ghafir is the Programme Leader for BSc Computer Science for Cyber Security. He is a Fellow of the HEA. Dr Ghafir received his PhD in Computer Science (Cyber Security) from Manchester Metropolitan University, UK. Ibrahim also has another PhD in Informatics (Computer Systems and Technologies) from Durham University, UK, and Masaryk University, Czech Republic (European Doctorate). Before joining Bradford, Ibrahim worked as a Research Associate in Cyber Security at Loughborough University, UK from 2017 to 2019. Before Loughborough, he worked with Masaryk University as a Research Assistant from 2013 to 2015.
Dr Ghafir's current research interests include cyber security, intrusion detection systems, wireless communication, the Internet of Things, artificial intelligence and machine learning. He has been an active researcher and publisher in cyber security. Ibrahim has published more than 50 technical journal articles and conference papers in cyber security. Please see Dr Ghafir's Google Scholar profile for an updated list of his publications.
Publications
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Proposed Approach for Targeted Attacks Detection
Ibrahim Ghafir;Vaclav Prenosil (2015) Advanced Computer and Communication Engineering Technology. Lecture Notes in Electrical Engineering. In Sulaiman, H.;Othman, M.;Rahim, Y.;Pee, N. editor(s)
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Reliability Assessment of IoT-enabled Systems using Fault Trees and Bayesian Networks
Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, and Ci Lei (2024) 5th International Conference on Advances in Distributed Computing and Machine Learning (ICADCML).
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Non-Negative Matrix Factorisation for Feature Selection: A Proposed Approach for the Detection of Multi-Stage Attacks
Moemedi Lefoane;Ibrahim Ghafir;Sohag Kabir;Irfan-Ullah Awan (2024) International Conference on Advanced Computer Information Technologies.
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Navigating IoT Security Assessment: Current Methods, Challenges and Future Directions
Alhassan Abdulhamid;Sohag Kabir;Ibrahim Ghafir;Ci Lei (2024) International Conference on Advanced Computer Information Technologies.
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Performance Comparison of Machine Learning Algorithms for Keratoconus Detection
Zahra J. Muhsin;Rami Qahwaji;Ibrahim Ghafir;Muawyah Al Bdour;Saif AlRyalat;Mo'ath AlShawabkeh;Majid Al-Taee (2024) IEEE 30th International Conference on Telecommunications (ICT).
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Artificial Intelligence and Big Data Analytics for the Detection of Fake News on Social Media
Rebecca Omowaiye;Ibrahim Ghafir;Moemedi Lefoane;Sohag Kabir;Amna Qureshi;Mohammed R. Daham (2024) International Conference on Electrical, Computer, Communications and Mechatronics Engineering.
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Latent Semantic Analysis for Feature Selection: A Proposed Approach for Anomaly Detection in Network Traffic
Moemedi Lefoane;Ibrahim Ghafir;Sohag Kabir;Irfan-Ullah Awan (2024) International Conference on Advanced Computer Information Technologies.
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Latent Dirichlet Allocation for the Detection of Multi-Stage Attacks
Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2023) The 24th International Arab Conference on Information Technology.
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Adaptation of Model Transformation for Safety Analysis of IoT-based Applications
Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, and Ci Lei (2023) The UNIfied Conference of DAMAS, IncoME and TEPEN Conferences.
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Developing Dependable IoT Systems: Safety Perspective
Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, and Ci Lei (2023) The UNIfied Conference of DAMAS, IncoME and TEPEN Conferences.
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Sequential Pattern Mining: A Proposed Approach for Intrusion Detection Systems
Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2023) The 7th International Conference on Future Networks & Distributed Systems.
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Machine Learning for Malware Detection in Network Traffic
Ayorinde Henry Omopintemi, Ibrahim Ghafir, Shadi Eltanani, Sohag Kabir, Moemedi Lefoane (2023) The 7th International Conference on Future Networks & Distributed Systems.
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Dependability of the Internet of Things: Current Status and Challenges
Abdulhamid A.;Kabir S.;Ghafir I.;Lei C. (2022) International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022., 1-6.
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Multi-stage Attack Detection: Emerging Challenges for Wireless Networks
Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2022) International Conference on Smart Applications, Communications and Networking (SmartNets).
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Aerial Wireless Networks: Proposed Solution for Coverage Optimisation
Eltanani S.;Ghafir I. (2021) IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2021. N/A
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Machine Learning for Botnet Detection: An Optimized Feature Selection Approach
Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2021) The 5th International Conference on Future Networks & Distributed Systems (ICFNDS 2021). N/A
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Coverage Optimisation for Aerial Wireless Networks
Eltanani S.;Ghafir I. (2020) Proceedings of the 14th International Conference on Innovations in Information Technology, IIT 2020. N/A, 233-238.
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Addressing Multi-Stage Attacks Using Expert Knowledge and Contextual Information
Francisco J. Aparicio-Navarro;Timothy A. Chadza;Konstantinos G. Kyriakopoulos;Ibrahim Ghafir;Sangarapillai Lambotharan;Basil AsSadhan (2019) International Conference on Intelligence in Next Generation Networks (ICIN).
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Continuous monitoring in mission-critical applications using the internet of things and blockchain
Hammoudeh M.;Ghafir I.;Bounceur A.;Rawlinson T. (2019) ACM International Conference Proceeding Series.
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Anomaly detection using dynamic time warping
Diab D.M.;Assadhan B.;Binsalleeh H.;Lambotharan S.;Kyriakopoulos K.G.;Ghafir I. (2019) Proceedings - 22nd IEEE International Conference on Computational Science and Engineering and 17th IEEE International Conference on Embedded and Ubiquitous Computing, CSE/EUC 2019., 193-198.
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Anomaly-Based Network Intrusion Detection Using SVM
Zhang Y.;Yang Q.;Lambotharan S.;Kyriakopoulos K.;Ghafir I.;Assadhan B. (2019) 2019 11th International Conference on Wireless Communications and Signal Processing, WCSP 2019.
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Disguised executable files in spear-phishing emails: detecting the point of entry in advanced persistent threat
Ibrahim Ghafir;Vaclav Prenosil;Mohammad Hammoudeh;Francisco J. Aparicio-Navarro;Khaled Rabie;Ahmad Jabban (2018) International Conference on Future Networks and Distributed Systems.
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Multi-Stage Attack Detection Using Contextual Information
Franciso J. Aparicio-Navarro;Konstantinos G. Kyriakopoulos;Ibrahim Ghafir;Sangarapillai Lambotharan;Jonathon A. Chambers (2018) IEEE Military Communications Conference (MILCOM).
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An IoT and business processes based approach for the monitoring and control of high value-added manufacturing processes
Umar Raza;James Lomax;Ibrahim Ghafir;Rupak Kharel;Ben Whiteside (2017) International Conference on Future Networks and Distributed Systems.
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Malicious SSL Certificate Detection: A Step Towards Advanced Persistent Threat Defence
Ibrahim Ghafir;Vaclav Prenosil;Mohammad Hammoudeh;Liangxiu Han;Umar Raza (2017) International Conference on Future Networks and Distributed Systems.
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A Survey on Network Security Monitoring Systems
Ibrahim Ghafir;Vaclav Prenosil;Jakub Svoboda;Mohammad Hammoudeh (2016) IEEE International Conference on Future Internet of Things and Cloud Workshops.
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Social Engineering Attack Strategies and Defence Approaches
Ibrahim Ghafir;Vaclav Prenosil;Ahmad Alhejailan;Mohammad Hammoudeh (2016) International Conference on Future Internet of Things and Cloud (FiCloud).
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DNS traffic analysis for malicious domains detection
Ibrahim Ghafir;Vaclav Prenosil (2015) International Conference on Signal Processing and Integrated Networks (SPIN).
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Malicious File Hash Detection and Drive-by Download Attacks
Ibrahim Ghafir;Vaclav Prenosil (2015) International Conference on Computer and Communication Technologies.
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Advanced persistent threat and spear phishing emails
I Ghafir;V Prenosil (2015) International Conference Distance Learning, Simulation and Communication.
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DNS query failure and algorithmically generated domain-flux detection
Ibrahim Ghafir;Vaclav Prenosil (2014) International Conference on Frontiers of Communications, Networks and Applications.
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Tor-based malware and Tor connection detection
Ibrahim Ghafir;Jakub Svoboda;Vaclav Prenosil (2014) International Conference on Frontiers of Communications, Networks and Applications.
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A survey on intrusion detection and prevention systems
I. Ghafir;M. Husak;V. Prenosil (2014) IEEE/UREL Student Conference Zvule.
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Designing a Microwave Filter by Studying and Simulating the Discontinuity in the Waveguide
I Ghafir;V Prenosil (2013) International Conference Distance Learning, Simulation and Communication.
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Advances in machine learning for keratoconus diagnosis
Zahra J. Muhsin;Rami Qahwaji;Ibrahim Ghafir;Mo’ath AlShawabkeh;Muawyah Al Bdour;Saif AlRyalat;Majid Al-Taee (2025) International Ophthalmology Clinics.
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Internet of Things botnets: A survey on Artificial Intelligence based detection techniques
Moemedi Lefoane;Ibrahim Ghafir;Sohag Kabir;Irfan-Ullah Awan (2025) Journal of Network and Computer Applications.
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Quantitative failure analysis for IoT systems: an integrated model-based framework
Alhassan Abdulhamid;Sohag Kabir;Ibrahim Ghafir;Ci Lei (2025) International Journal of Systems Assurance Engineering and Management.
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Extended Water Wave Optimization (EWWO) Technique: A Proposed Approach for Task Scheduling in IoMT and Healthcare Applications
Bhasker Bapuram;Murali Subramanian;Anand Mahendran;Ibrahim Ghafir;Vijayan Ellappan;Mohammed Hamada (2024) Evolutionary Intelligence.
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Enhancing Safety in IoT Systems: A Model-Based Assessment of a Smart Irrigation System Using Fault Tree Analysis
Alhassan Abdulhamid;Md Mokhlesur Rahman;Sohag Kabir;Ibrahim Ghafir (2024) Electronics.
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Latent Semantic Analysis and Graph Theory for Alert Correlation: A Proposed Approach for IoT Botnet Detection
Moemedi Lefoane;Ibrahim Ghafir;Sohag Kabir;Irfan-ullah Awan;Khalil El Hindi;Anand Mahendran (2024) IEEE Open Journal of the Communications Society.
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An Overview of Safety and Security Analysis Frameworks for the Internet of Things
Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, Ci Lei (2023) Electronics. 12
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Unsupervised Learning for Feature Selection: A Proposed Solution for Botnet Detection in 5G Networks
Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan (2022) IEEE Transactions on Industrial Informatics. N/A
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Denial of service detection using dynamic time warping
Diab D.M.;Assadhan B.;Binsalleeh H.;Lambotharan S.;Kyriakopoulos K.;Ghafir I. (2021) International Journal of Network Management. -
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The Security of Big Data in Fog-Enabled IoT Applications Including Blockchain: A Survey.
Tariq N;Asim M;Al-Obeidat F;Zubair Farooqi M;Baker T;Hammoudeh M;Ghafir I; (2019) Sensors. 19
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Hidden Markov Models and Alert Correlations for the Prediction of Advanced Persistent Threats
Ghafir I.;Kyriakopoulos K.;Lambotharan S.;Aparicio-Navarro F.;Assadhan B.;Binsalleeh H, Diab D.M. (2019) Ieee Access. 7
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Detection of advanced persistent threat using machine-learning correlation analysis
Ghafir I.;Hammoudeh M.;Prenosil V.;Han L.;Hegarty R.;Rabie K.;Aparicio-Navarro F. (2018) Future Generation Computer Systems. 89, 349-359.
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A Basic Probability Assignment Methodology for Unsupervised Wireless Intrusion Detection
Ghafir I.;Kyriakopoulos K.;Aparicio-Navarro F.;Lambotharan S.;Assadhan B.;Binsalleeh H. (2018) Ieee Access. 6, 40008-40023.
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Security threats to critical infrastructure: the human factor
Ghafir I.;Saleem J.;Hammoudeh M.;Faour H.;Prenosil V.;Jaf S.;Jabbar S.;Baker T. (2018) Journal of Supercomputing. 74, 4986-5002.
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A new Linux based TCP congestion control mechanism for long distance high bandwidth sustainable smart cities
Mudassar A.;Md Asri N.;Usman A.;Amjad K.;Ghafir I.;Arioua M. (2018) Sustainable Cities and Society. 37, 164-177.
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BotDet: A System for Real Time Botnet Command and Control Traffic Detection
Ghafir I.;Prenosil V.;Hammoudeh M.;Baker T.;Jabbar S.;Khalid S.;Jaf S. (2018) Ieee Access. 6, 38947-38958.
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Remote access capability embedded in linked data using bi-directional transformation: Issues and simulation
Malik K.;Farhan M.;Habib M.;Khalid S.;Ahmad M.;Ghafir I. (2018) Sustainable Cities and Society. 38, 662-674.