|
|
|
|
|
OverView
|
I work and conduct research in the interdisciplinary fields that include but are not limited to machine learning, network security, the Internet of Things, wireless sensor networks, and cryptography. I managed and directed many projects funded by Al-Balqa Applied University. A cumulative research experience of over ten years resulted in the publication of more than fifty papers in highly impacted journals. Currently, I am serving as an academic editor for PLOS One Journal as well as a reviewer for many prestigious and reputable journals.
|
|
|
|
|
Research Intersets:
|
Cyber Security
Machine Learning
Computer Networks
Quantum Computing
|
|
|
|
Qualifications
|
#
|
Degree
|
University
|
Specialization
|
Graduation year
|
1 | PHD | Swansea University | Computer Science | 2013 | 2 | MASTER DEGREE | New York Institute of Technology | Computer Science | 2006 | 3 | BACHELOR'S DEGREE | University of Jordan | Science | 1990 |
|
|
|
|
Experiences
|
Academic Experience:
|
2021 -2022 :Vice Dean,Al-Balqa Applied University\ Prince Abdullah Bin Ghazi Faculty of Information and Communication Technology,Jordan.
|
Administrative Experience:
|
2022 -Current :Computer Center Director,Al-Balqa Applied University\ Computer Center,Jordan.
|
|
|
|
|
Publications
|
1- A blockchain-enabled security management framework for mobile edge computing ,The International Journal of Network Management, 2023,Vol. 33,no. 5. 2- Fusion of deep learning based cyberattack detection and classification model for intelligent systems ,Cluster Computing, 2023,Vol. 26,no. 3. 3- Intrusion detection for the internet of things (IoT) based on the emperor penguin colony optimization algorithm ,Journal of Ambient Intelligence and Humanized Computing, 2023,Vol. 14,no. 2. 4- Design of cost-based sizing and energy management framework for standalone microgrid using reinforcement learning ,Solar Energy, 2023,Vol. 251,no. 1. 5- Quantum Mayfly Optimization with Encoder-Decoder Driven LSTM Networks for Malware Detection and Classification Model ,Mobile Networks and Applications, 2023,Vol. 15,no. 2. 6- Cloud-IIoT Based Electronic Health Record Privacy-Preserving by CNN and Blockchain-Enabled Federated Learning ,IEEE Transactions on Industrial Informatics, 2023,Vol. 19,no. 1. 7- Optimized Machine Learning-Based Intrusion Detection System for Fog and Edge Computing Environment ,Electronics , 2022,Vol. 11,no. 19. 8- A task-based model for minimizing energy consumption in WSNs ,Energy Systems, 2022,Vol. 13,no. 1. 9- An efficient malware detection approach with feature weighting based on Harris Hawks optimization
,Cluster Computing, 2022,Vol. 25,no. 1. 10- Quantum readout and gradient deep learning model for secure and sustainable data access in IWSN ,PeerJ Computer Science, 2022,Vol. 8,no. 2. 11- Optimal multiple key?based homomorphic encryption with deep neural networks to secure medical data transmission and diagnosis ,Expert Systems, 2022,Vol. 39,no. 4. 12- A deep learning- based frechet and dirichlet model for intrusion detection in IWSN ,Journal of Intelligent and Fuzzy Systems, 2022,Vol. 42,no. 2. 13- Distracted driver detection using compressed energy efficient convolutional neural network ,Journal of Intelligent and Fuzzy Systems, 2022,Vol. 42,no. 2. 14- A novel automated essay scoring approach for reliable higher educational assessments ,Journal of Computing in Higher Education, 2021,Vol. 33,no. 3. 15- Blockchain and artificial intelligence enabled privacy-preserving medical data transmission in Internet of Things ,Transactions on Emerging Telecommunications Technologies, 2021,Vol. 32,no. 12.
|
|
|
|
|
University Courses Taught
|
1- Computer Security. 2- Coding Theory. 3- Principles of Computer Networks. 4- Discrete mathematics and Structures.
|
|
|
|
Master and Phd thesis contributions
|
Thesis Supervision
|
A Swarm based Model for Solving Intrusion Detection Problem ,Al-Balqa Applied University,Master Thesis,2022. An Artificial Intelligence Based Model for the Detection and Protection of Sensitive Information ,Al-Balqa Applied University,Master Thesis,2022. Securing Private Data by Honey Encryption and Edwards Curves ,Al-Balqa Applied University,Master Thesis,2021. Secure Framework for IoT ,Al-Balqa Applied University,Master Thesis,2019.
|
|
|
|
|
|
|
|
|
Projects
|
Android Malware Detection ,Al-Balqa Applied University,2020/07-2022/10.
|
|
|
|
|
|
|
|
|
|
|
|
Journals Editor/ Reviewer
|
Editors
|
PLOS One.
|
Review:
|
IEEE Access.
|
|
|
|
|
|
|
|
|
Refrences
|
Prof. Dr. Stefano Taccheo-Swansea University ,ccheo@swansea.ac.uk. Prof. Dr. Najad Al-Nejdawi-Al-Balqa Applied University ,n.al-najdawi@bau.edu.jo.
|
|
|
|
|
|
|
|
|
|