Dr. Arif Jamal Malik
Associate Professor
Department of Software Engineering
Foundation University Islamabad
Dr. Arif Jamal received his Master's degree in Computer Science from National University of Computer and Emerging Sciences (NUCES-FAST) Islamabad, Pakistan in 2008, and Ph.D. degree in Computer Science from the same institute in 2014. He has been with the Department of Software Engineering, Foundation University Rawalpindi Campus since 2013, where he is currently an Associate Professor. His research interests include Evolutionary Computation, Swarm Intelligence, Machine Learning, Network Intrusion Detection. He has published several prestigious conference and impact factor journal publications. He is serving in board of reviewers of different international research journals and conference.
- Ph.D. (Computer Science) May 2014
- National University of Computer and Emerging Sciences (NU-FAST), Islamabad, Pakistan.
- M.S. (Computer Science) Dec. 2007
- National University of Computer and Emerging Sciences (NU-FAST), Islamabad, Pakistan.
- M.Sc. (Computer Science) August 2001
- Gomal University, Dera Ismail Khan, Pakistan.
- Computational Intelligence
- Evolutionary Computation
- Swarm Intelligence
- Machine Learning
- Network Intrusion Detection
- Arif Jamal Malik, Waseem Shahzad, Farrukh Aslam Khan, "Network Intrusion Detection using Hybrid Binary PSO and Random Forests Algorithm”, Security and Communication Networks (Wiley), Volume 8, Issue16,10 November 2015, Pages 2646–2660. [IF: 1.96]
- Malik, Arif Jamal, Waseem Shahzad, Farrukh Aslam Khan. "A Hybrid Technique using Binary Particle Swarm Optimization and Decision Tree Pruning for Network Intrusion Detection." Springer Cluster computing journal, Volume 21, Issue 1, pp 667–680, March 2018 [IF: 3.45]
- Muslim, Hafiz & Khan, Sajid Ali & Hussain, Shariq & Malik, Arif & Qasim, Hafiz. (2019). “A knowledge-based image enhancement and denoising approach”. Computational and Mathematical Organization Theory, Volume 25, Issue 2, pp 108-121, June 2019. doi:10.1007/s10588-018-9274-8 [IF: 1.55]
- S. Latif, S. Akraam, A. J. Malik, A. A. Abbasi, M. Habib et al., "Improved channel allocation scheme for cognitive radio networks", Intelligent Automation & Soft Computing, vol. 27, no.1, pp. 103–114, 2021. doi:10.32604/iasc.2021.014388 [IF 1.64]
- Muhammad Kashif, Ayyaz Hussain, Asim Munir, Abdul Basit Siddiqui, Aaqif Afzaal Abbasi, Muhammad Aakif, Arif Jamal Malik, Oh Young, “A machine learning approach for expression detection in healthcare monitoring systems". Computers, Materials & Continua, vol. 67, no.2, pp. 2123–2139, 2021. doi:10.32604/cmc.2021.014782 [IF 4.89]
- Rabiya Ghafoor, Danish Saleem, Sajjad Shaukat Jamal, M. Ishtiaq, Sadaf Ejaz, Arif Jamal Malik, and M. Fahad Khan, “Survey on Reversible Watermarking Techniques of Echocardiography”. Security and Communication Networks, doi:10.1155/2021/8820082, March 2021. [IF 1.96]
- Awais Mehmood, M. Imran, Aun Irtaza, Qammar Abbas, Habib Dhahri, Esam Mohammed, Arif Jamal Malik, and Aaqif Afzaal, “Hybrid Evolutionary Algorithm based Relevance Feedback Approach for Image Retrieval”. Computer, Materials and Continua, vol. 70, no. 1, pp. 963-979, 2021. DOI:10.32604/cmc.2022.019291 [IF 4.89]
- Ali, A., Hafeez, Y., Ali, S., Hussain, S., Yang, S., Malik, A. J., Abbasi, A. A. (2021).; “A Data Mining Technique to Improve Configuration Prioritization Framework for Component-Based Systems: An Empirical Study”. Information Technology and Control, vol. 50, no. 3, pp. 424-442, August 2021, https://doi.org/10.5755/j01.itc.50.3.27622 [IF 1.228]
- Abdul Jabbar, Xi Li, M. Munawwar Iqbal Ch, and Arif Jamal Malik; “FD-StackGN: Face De-occlusion Using Stacked Generative Adversarial Networks”. TIIS Transactions on Internet and Information Systems, July 2021. [IF 0.64]
- Shahid Sultan, Qaisar Javaid, Arif Jamal Malik, Fadi Al Turjman and Muhammad Attique Khan, “Collaborative-Trust Approach Towards Malicious Node Detection in Vehicular Ad-Hoc Networks”. Environment development and sustainability, July 2021, doi:10.1007/s10668-021-01632-5. [IF 3.21]
- M. Junaid Butt, Ahmad Kamran Malik, Nafees Qamar, Samad Yar, Arif Jamal Malik, Usman Rauf “A Survey on COVID-19 Data Analysis Using AI, IoT, and Social Media”, Sensors 2023, Volume 23, Issue 12, 5543; https://doi.org/10.3390/s23125543. Published: 13 June 2023 [IF 3.84]
- Uddin, Fakhar, Naveed Riaz, Abdul Manan, Imran Mahmood, Oh-Young Song, Arif Jamal Malik, and Aaqif Afzaal Abbasi. 2023. "An Improvement to the 2-Opt Heuristic Algorithm for Approximation of Optimal TSP Tour", Applied Sciences Volume 13, Issue 12: 7339. https://doi.org/10.3390/app13127339. Published: 20 June 2023 [IF 2.83]
- Ali, Attar Ahmed, Shahzad Latif, Sajjad A. Ghauri, Oh-Young Song, Aaqif Afzaal Abbasi, and Arif Jamal Malik. 2023. "Linguistic Features and Bi-LSTM for Identification of Fake News", Electronics Volume 12, Issue 13: 2942. https://doi.org/10.3390/electronics12132942. Published 4 July 2023 [IF 2.9]
- Malik, Arif Jamal and Muhammad Haneef. "Network Intrusion Detection Using Multi-Objective Ensemble Classifiers." Innovative Solutions for Access Control Management. IGI Global, 2016. 248-262. Web. 17 Nov. 2016. doi:10.4018/978-1-5225-0448-1.ch009
- Mahmud, Umar & Hussain, Shariq & Malik, Arif & Farooqui, Sherjeel & Malik, Nazir. (2020). “Realizing IoE for Smart Service Delivery: Case of Museum Tour Guide”. doi:10.4018/978-1-7998-2112-0.ch010
- Arif Jamal Malik, Waseem Shahzad, Farrukh Aslam Khan, "Binary PSO and random forests algorithm for PROBE attacks detection in a network," IEEE Congress on Evolutionary Computation (CEC 2011), New Orleans, USA, June 5-8, pp. 662-668, 2011
- Arif Jamal Malik, Farrukh Aslam Khan, "A Hybrid Technique Using Multi-Objective Particle Swarm Optimization and Random Forests for PROBE Attacks Detection in a Network", IEEE International Conference on Systems, Man, and Cybernetics, Manchester, UK, Oct. 13-16, pp. 2473-2478, 2013
- Arif Jamal Malik, Farrukh Aslam Khan, "Particle Swarm Optimization with Non-Linear Velocity", IEEE International Conference on Systems, Man, and Cybernetics (SMC2014), San Diego, California, October 5-8, pp.602-607, 2014
- Muhammad Shafique Gondal, Arif Jamal Malik, Farrukh Aslam Khan, "Network Intrusion Detection using Diversity-based Centroid Mechanism", 12th International Conference on Information Technology: New Generations (ITNG 2015). Las Vegas, Nevada, USA, April 13-15, 2015
- Artificial Intelligence
- Data Science
- Operating Systems
- Data Structures
- Database Management Systems
- o Computer Communication and Networks
- o Programming Fundamentals
- o Object Oriented Programming
- o Introduction to Computing
- o Introduction to Information and Communication Technologies
- Data Mining
- Machine Learning
- Computational Intelligence
- Evolutionary Computation
- Advanced Operating Systems
- o Intrusion Detection Systems
- Managing Editor – Foundation University Journal of Engineering and Applied Sciences (FUJEAS)
- Manager, Postgraduate program, Foundation University
- Member, Academic Council, BOS, BOF Foundation University
- Member, Financial Assistance Committee FUSST
- Coordinator, Final Year Project, Foundation University
- Saint Mary’s College, Rawalpindi, Pakistan
- o Internal examiner for HSSC final lab exams.
- o Responsible for Administration and Maintenance of NT-based network in college Lab and between departments.
- o Responsible for up-running Nayatel Internet Service throughout the college and to coordinate with Nayatel service center in case of emergency