Ibrahim Ghafir

41 papers Misc 1Journal 17Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Clinician-Assisted Exploratory Data Analysis Framework for Early Diagnosis of Keratoconus. SSD Zahra J. Muhsin, Rami Qahwaji, Ibrahim Ghafir, Muawyah Al Bdour, Saif AlRyalat, Mo'ath AlShawabkeh, Majid A. Al-Taee
2025	J	`jnl`	Internet of Things botnets: A survey on Artificial Intelligence based detection techniques. J. Netw. Comput. Appl. Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2025	—	`conf`	Keratoconus Severity Staging Using Random Forest and Gradient Boosting Ensemble Techniques. SSD Zahra J. Muhsin, Rami Qahwaji, Ibrahim Ghafir, Muawyah Al Bdour, Saif AlRyalat, Mo'ath AlShawabkeh, Majid A. Al-Taee
2025	J	`jnl`	Non-Negative Matrix Factorization and Latent Semantic Analysis for Hybrid Feature Selection: A Proposed Machine Learning System for the Detection of Malicious Executable Files. IEEE Access Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan, Khalil M. El Hindi, Anand Mahendran
2025	J	`jnl`	Quantitative Cybersecurity Analysis Framework for Cyber Physical Systems: A Conceptual Approach. IEEE Open J. Comput. Soc. Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, Ci Lei, Khalil M. El Hindi, Mohammad Hammoudeh
2025	J	`jnl`	Quantitative failure analysis for IoT systems: an integrated model-based framework. Int. J. Syst. Assur. Eng. Manag. Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, Ci Lei
2025	J	`jnl`	Two-stage ensemble learning framework for automated classification of keratoconus severity. Comput. Biol. Medicine Zahra J. Muhsin, Rami Qahwaji, Ibrahim Ghafir, Mo'ath AlShawabkeh, Muawyah Al Bdour, Saif AlRyalat, Majid A. Al-Taee
2024	J	`jnl`	Extended water wave optimization (EWWO) technique: a proposed approach for task scheduling in IoMT and healthcare applications. Evol. Intell. Bhasker Bapuram, Murali Subramanian, Anand Mahendran, Ibrahim Ghafir, Vijayan Ellappan, Mohammed Hamada
2024	J	`jnl`	Latent Semantic Analysis and Graph Theory for Alert Correlation: A Proposed Approach for IoT Botnet Detection. IEEE Open J. Commun. Soc. Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan, Khalil M. El Hindi, Anand Mahendran
2024	—	`conf`	Latent Semantic Analysis for Feature Selection: A Proposed Approach for Anomaly Detection in Network Traffic. ACIT Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2024	—	`conf`	Navigating IoT Security Assessment: Current Methods, Challenges and Future Directions. ACIT Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, Ci Lei
2024	—	`conf`	Non-Negative Matrix Factorisation for Feature Selection: A Proposed Approach for the Detection of Multi-Stage Attacks. ACIT Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2024	—	`conf`	Performance Comparison of Machine Learning Algorithms for Keratoconus Detection. ICT Zahra J. Muhsin, Rami Qahwaji, Ibrahim Ghafir, Muawyah Al Bdour, Saif AlRyalat, Mo'ath AlShawabkeh, Majid A. Al-Taee
2023	—	`conf`	Latent Dirichlet Allocation for the Detection of Multi-Stage Attacks. ACIT Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2023	—	`conf`	Machine Learning for Malware Detection in Network Traffic. ICFNDS Ayorinde Henry Omopintemi, Ibrahim Ghafir, Shadi Eltanani, Sohag Kabir, Moemedi Lefoane
2023	—	`conf`	Sequential Pattern Mining: A Proposed Approach for Intrusion Detection Systems. ICFNDS Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2023	J	`jnl`	Unsupervised Learning for Feature Selection: A Proposed Solution for Botnet Detection in 5G Networks. IEEE Trans. Ind. Informatics Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2022	—	`conf`	Multi-stage Attack Detection: Emerging Challenges for Wireless Networks. SmartNets Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2021	—	`conf`	Aerial Wireless Networks: Proposed Solution for Coverage Optimisation. INFOCOM Workshops Shadi Eltanani, Ibrahim Ghafir
2021	J	`jnl`	Denial of service detection using dynamic time warping. Int. J. Netw. Manag. Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir
2021	—	`conf`	Machine Learning for Botnet Detection: An Optimized Feature Selection Approach. ICFNDS Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan
2020	—	`conf`	Coverage Optimisation for Aerial Wireless Networks. IIT Shadi Eltanani, Ibrahim Ghafir
2019	Misc	`conf`	Addressing Multi-Stage Attacks Using Expert Knowledge and Contextual Information. ICIN Francisco J. Aparicio-Navarro, Timothy A. Chadza, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Sangarapillai Lambotharan, Basil AsSadhan
2019	—	`conf`	Anomaly Detection Using Dynamic Time Warping. CSE/EUC Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir
2019	—	`conf`	Anomaly-Based Network Intrusion Detection Using SVM. WCSP Yuan Zhang, Qinghai Yang, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Basil AsSadhan
2019	—	`conf`	Continuous Monitoring in Mission-Critical Applications Using the Internet of Things and Blockchain. ICFNDS Mohammad Hammoudeh, Ibrahim Ghafir, Ahcène Bounceur, Thomas Rawlinson
2019	J	`jnl`	Hidden Markov Models and Alert Correlations for the Prediction of Advanced Persistent Threats. IEEE Access Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan, Francisco J. Aparicio-Navarro, Basil AsSadhan, Hamad Binsalleeh, Diab M. Diab
2019	J	`jnl`	The Security of Big Data in Fog-Enabled IoT Applications Including Blockchain: A Survey. Sensors Noshina Tariq, Muhammad Asim, Feras N. Al-Obeidat, Muhammad Zubair Farooqi, Thar Baker, Mohammad Hammoudeh, Ibrahim Ghafir
2018	J	`jnl`	A Basic Probability Assignment Methodology for Unsupervised Wireless Intrusion Detection. IEEE Access Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, Sangarapillai Lambotharan, Basil AsSadhan, Hamad Binsalleeh
2018	J	`jnl`	BotDet: A System for Real Time Botnet Command and Control Traffic Detection. IEEE Access Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Thar Baker, Sohail Jabbar, Shehzad Khalid, Sardar F. Jaf
2018	J	`jnl`	Defending against the advanced persistent threat: Detection of disguised executable files. PeerJ Prepr. Ibrahim Ghafir, Mohammad Hammoudeh, Vaclav Prenosil
2018	J	`jnl`	Detection of advanced persistent threat using machine-learning correlation analysis. Future Gener. Comput. Syst. Ibrahim Ghafir, Mohammad Hammoudeh, Vaclav Prenosil, Liangxiu Han, Robert Hegarty, Khaled M. Rabie, Francisco J. Aparicio-Navarro
2018	—	`conf`	Disguised executable files in spear-phishing emails: detecting the point of entry in advanced persistent threat. ICFNDS Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Francisco J. Aparicio-Navarro, Khaled M. Rabie, Ahmad Jabban
2018	—	`conf`	Multi-Stage Attack Detection Using Contextual Information. MILCOM Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Sangarapillai Lambotharan, Jonathon A. Chambers
2018	J	`jnl`	Security threats to critical infrastructure: the human factor. J. Supercomput. Ibrahim Ghafir, Jibran Saleem, Mohammad Hammoudeh, Hanan Faour, Vaclav Prenosil, Sardar F. Jaf, Sohail Jabbar, Thar Baker
2017	—	`—`	A machine-learning-based system for real-time advanced persistent threat detection and prediction. Ibrahim Ghafir
2017	—	`conf`	An IoT and business processes based approach for the monitoring and control of high value-added manufacturing processes. ICFNDS Umar Raza, James Lomax, Ibrahim Ghafir, Rupak Kharel, Ben Whiteside
2017	J	`jnl`	Disguised executable files in spear-phishing emails: Detecting the point of entry in advanced persistent threat. PeerJ Prepr. Ibrahim Ghafir, Mohammad Hammoudeh, Vaclav Prenosil
2017	—	`conf`	Malicious SSL Certificate Detection: A Step Towards Advanced Persistent Threat Defence. ICFNDS Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Liangxiu Han, Umar Raza
2016	—	`conf`	A Survey on Network Security Monitoring Systems. FiCloud Workshops Ibrahim Ghafir, Vaclav Prenosil, Jakub Svoboda, Mohammad Hammoudeh
2016	—	`conf`	Social Engineering Attack Strategies and Defence Approaches. FiCloud Ibrahim Ghafir, Vaclav Prenosil, Ahmad Alhejailan, Mohammad Hammoudeh