Ibrahim Ghafir

According to our database, Ibrahim Ghafir authored at least 34 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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 M. El Hindi, Anand Mahendran

IEEE Open J. Commun. Soc., 2024

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

Evol. Intell., 2024

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 A. Al-Taee

Proceedings of the 30th IEEE International Conference on Telecommunications, 2024

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

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

Latent Semantic Analysis for Feature Selection: A Proposed Approach for Anomaly Detection in Network Traffic.

Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

Navigating IoT Security Assessment: Current Methods, Challenges and Future Directions.

Alhassan Abdulhamid, Sohag Kabir, Ibrahim Ghafir, Ci Lei

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

2023

Unsupervised Learning for Feature Selection: A Proposed Solution for Botnet Detection in 5G Networks.

Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan

IEEE Trans. Ind. Informatics, 2023

Machine Learning for Malware Detection in Network Traffic.

Ayorinde Henry Omopintemi, Ibrahim Ghafir, Shadi Eltanani, Sohag Kabir, Moemedi Lefoane

Proceedings of the 7th International Conference on Future Networks and Distributed Systems, 2023

Sequential Pattern Mining: A Proposed Approach for Intrusion Detection Systems.

Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan

Proceedings of the 7th International Conference on Future Networks and Distributed Systems, 2023

Latent Dirichlet Allocation for the Detection of Multi-Stage Attacks.

Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan

Proceedings of the 24th International Arab Conference on Information Technology, 2023

2022

Multi-stage Attack Detection: Emerging Challenges for Wireless Networks.

Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan

Proceedings of the International Conference on Smart Applications, 2022

2021

Denial of service detection using dynamic time warping.

Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir

Int. J. Netw. Manag., 2021

Aerial Wireless Networks: Proposed Solution for Coverage Optimisation.

Shadi Eltanani, Ibrahim Ghafir

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Machine Learning for Botnet Detection: An Optimized Feature Selection Approach.

Moemedi Lefoane, Ibrahim Ghafir, Sohag Kabir, Irfan-Ullah Awan

Proceedings of the ICFNDS 2021: The 5th International Conference on Future Networks & Distributed Systems, Dubai United Arab Emirates, December 15, 2021

2020

Coverage Optimisation for Aerial Wireless Networks.

Shadi Eltanani, Ibrahim Ghafir

Proceedings of the 14th International Conference on Innovations in Information Technology, 2020

2019

The Security of Big Data in Fog-Enabled IoT Applications Including Blockchain: A Survey.

Noshina Tariq, Muhammad Asim, Feras N. Al-Obeidat, Muhammad Zubair Farooqi, Thar Baker, Mohammad Hammoudeh, Ibrahim Ghafir

Sensors, 2019

Hidden Markov Models and Alert Correlations for the Prediction of Advanced Persistent Threats.

Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Sangarapillai Lambotharan, Francisco J. Aparicio-Navarro, Basil AsSadhan, Hamad Binsalleeh, Diab M. Diab

IEEE Access, 2019

Anomaly-Based Network Intrusion Detection Using SVM.

Yuan Zhang, Qinghai Yang, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Basil AsSadhan

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

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

Proceedings of the 22nd Conference on Innovation in Clouds, 2019

Continuous Monitoring in Mission-Critical Applications Using the Internet of Things and Blockchain.

Mohammad Hammoudeh, Ibrahim Ghafir, Ahcène Bounceur, Thomas Rawlinson

Proceedings of the 3rd International Conference on Future Networks and Distributed Systems, 2019

Anomaly Detection Using Dynamic Time Warping.

Diab M. Diab, Basil AsSadhan, Hamad Binsalleeh, Sangarapillai Lambotharan, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir

Proceedings of the 2019 IEEE International Conference on Computational Science and Engineering, 2019

2018

Security threats to critical infrastructure: the human factor.

Ibrahim Ghafir, Jibran Saleem, Mohammad Hammoudeh, Hanan Faour, Vaclav Prenosil, Sardar F. Jaf, Sohail Jabbar, Thar Baker

J. Supercomput., 2018

Defending against the advanced persistent threat: Detection of disguised executable files.

Ibrahim Ghafir, Mohammad Hammoudeh, Vaclav Prenosil

PeerJ Prepr., 2018

Detection of advanced persistent threat using machine-learning correlation analysis.

Ibrahim Ghafir, Mohammad Hammoudeh, Vaclav Prenosil, Liangxiu Han, Robert Hegarty, Khaled M. Rabie, Francisco J. Aparicio-Navarro

Future Gener. Comput. Syst., 2018

BotDet: A System for Real Time Botnet Command and Control Traffic Detection.

Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Thar Baker, Sohail Jabbar, Shehzad Khalid, Sardar F. Jaf

IEEE Access, 2018

A Basic Probability Assignment Methodology for Unsupervised Wireless Intrusion Detection.

Ibrahim Ghafir, Konstantinos G. Kyriakopoulos, Francisco J. Aparicio-Navarro, Sangarapillai Lambotharan, Basil AsSadhan, Hamad Binsalleeh

IEEE Access, 2018

Multi-Stage Attack Detection Using Contextual Information.

Francisco J. Aparicio-Navarro, Konstantinos G. Kyriakopoulos, Ibrahim Ghafir, Sangarapillai Lambotharan, Jonathon A. Chambers

Proceedings of the 2018 IEEE Military Communications Conference, 2018

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 M. Rabie, Ahmad Jabban

Proceedings of the 2nd International Conference on Future Networks and Distributed Systems, 2018

2017

A machine-learning-based system for real-time advanced persistent threat detection and prediction.

Ibrahim Ghafir

PhD thesis, 2017

Disguised executable files in spear-phishing emails: Detecting the point of entry in advanced persistent threat.

Ibrahim Ghafir, Mohammad Hammoudeh, Vaclav Prenosil

PeerJ Prepr., 2017

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

Proceedings of the International Conference on Future Networks and Distributed Systems, 2017

Malicious SSL Certificate Detection: A Step Towards Advanced Persistent Threat Defence.

Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Liangxiu Han, Umar Raza

Proceedings of the International Conference on Future Networks and Distributed Systems, 2017

2016

A Survey on Network Security Monitoring Systems.

Ibrahim Ghafir, Vaclav Prenosil, Jakub Svoboda, Mohammad Hammoudeh

Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud Workshops, 2016

Social Engineering Attack Strategies and Defence Approaches.

Ibrahim Ghafir, Vaclav Prenosil, Ahmad Alhejailan, Mohammad Hammoudeh

Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud, 2016