Mousa Tayseer Jafar

@deakin.edu.au

School of Information Technology, Deakin University



                 

https://researchid.co/mousa_jafar

EDUCATION

PHD candidate

RESEARCH, TEACHING, or OTHER INTERESTS

Classics

269

Scholar Citations

7

Scholar h-index

7

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • An innovative practical roadmap for optimal control strategies in malware propagation through the integration of RL with MPC
    MT Jafar, LX Yang, G Li
    Computers & Security 148, 104186 2025

  • Malware containment with immediate response in IoT networks: An optimal control approach
    MT Jafar, LX Yang, G Li, Q Zhu, C Gan, X Yang
    Computer Communications 228, 107951 2024

  • The evolution of the flip-it game in cybersecurity: Insights from the past to the future
    MT Jafar, LX Yang, G Li, X Yang
    Journal of King Saud University-Computer and Information Sciences 36 (9), 102195 2024

  • Minimizing Malware Propagation in Internet of Things Networks: An Optimal Control Using Feedback Loop Approach
    MT Jafar, LX Yang, G Li, Q Zhu, C Gan
    IEEE Transactions on Information Forensics and Security 2024

  • Optimal control of malware propagation in IoT networks
    MT Jafar, LX Yang, G Li, X Yang
    arXiv preprint arXiv:2401.11076 2024

  • Optimal Control of Malware Propagation in IoT Networks
    M Tayseer Jafar, LX Yang, G Li, X Yang
    arXiv e-prints, arXiv: 2401.11076 2024

  • Recommended articles
    MT Jafar, X Yang
    Journal of King Saud University-Computer and Information Sciences 36 (9), 102195 2024

  • DFT-MF: Enhanced deepfake detection using mouth movement and transfer learning
    A Elhassan, M Al-Fawa'reh, MT Jafar, M Ababneh, ST Jafar
    SoftwareX 19, 101115 2022

  • Enhancеd Analysis Approach to Detect Phishing Attacks During COVID-19 Crisis
    Mousa Tayseer Jafar, Mohammad Al-Fawa'reh, Malek Barhoush,Mohammad H Alshira
    Cybernetics and Information Technologies 22 (01), 60-76 2022

  • Safety Traffic Control System Using 5G and IoT
    Ali Alsarhan, Mousa Tayseer Jafar, Mohammad Al-Fawa'reh
    1st International Conference on Applied Engineering and Natural Sciences 2021

  • Intelligent Methods for flood forecasting in Wadi al Wala, Jordan
    M Al-Fawa’Reh, A Hawamdeh, R Alrawashdeh, MT Jafar
    2021 International Congress of Advanced Technology and Engineering (ICOTEN), 1-9 2021

  • Sentiment analysis-based sexual harassment detection using machine learning techniques
    E Alawneh, M Al-Fawa'reh, MT Jafar, M Al Fayoumi
    2021 international symposium on electronics and smart devices (ISESD), 1-6 2021

  • Analysis and Investigation of Malicious DNS Queries Using CIRA-CIC-DoHBrw-2020 Dataset
    MT Jafar, M Al-Fawa'reh, Z Al-Hrahsheh, ST Jafar
    Manchester Journal of Artificial Intelligence and Applied Sciences(MJAIAS) 2 2021

  • Detecting malicious DNS queries over encrypted tunnels using statistical analysis and bi-directional recurrent neural networks
    M Al-Fawa'reh, Z Ashi, MT Jafar
    Karbala International Journal of Modern Science 7 (4), 4 2021

  • Malware detection by eating a whole APK
    M Al-Fawa'reh, A Saif, MT Jafar, A Elhassan
    2020 15th international conference for internet technology and secured 2020

  • Forensics and analysis of deepfake videos
    MT Jafar, M Ababneh, M Al-Zoube, A Elhassan
    2020 11th international conference on information and communication systems 2020

  • Digital Forensics and Analysis of Deepfake Videos
    M Tayseer, J Mohammad, M Ababneh, A Al-Zoube, A Elhassan
    11th International Conference on Information and Communication Systems (ICICS) 2020

  • DFT-MF: Enhanced Deepfake Detection Using Mouth Movement And Transfer LearningPrincess
    A Elhassan, M Al-Fawa’reh, MT Jafar, M Ababneh, ST Jafar
    Sumaya University for Technology, Jordan and Yarmouk University, Jordan

  • Enhanced Deepfake Detection Using Mouth Movement and Transfer Learning
    A Elhassan, M Al-Fawa'reh, MT Jafar, M Ababneh, ST Jafar
    Available at SSRN 3979595

MOST CITED SCHOLAR PUBLICATIONS

  • Forensics and analysis of deepfake videos
    MT Jafar, M Ababneh, M Al-Zoube, A Elhassan
    2020 11th international conference on information and communication systems 2020
    Citations: 114

  • DFT-MF: Enhanced deepfake detection using mouth movement and transfer learning
    A Elhassan, M Al-Fawa'reh, MT Jafar, M Ababneh, ST Jafar
    SoftwareX 19, 101115 2022
    Citations: 37

  • Sentiment analysis-based sexual harassment detection using machine learning techniques
    E Alawneh, M Al-Fawa'reh, MT Jafar, M Al Fayoumi
    2021 international symposium on electronics and smart devices (ISESD), 1-6 2021
    Citations: 31

  • Malware detection by eating a whole APK
    M Al-Fawa'reh, A Saif, MT Jafar, A Elhassan
    2020 15th international conference for internet technology and secured 2020
    Citations: 31

  • Enhancеd Analysis Approach to Detect Phishing Attacks During COVID-19 Crisis
    Mousa Tayseer Jafar, Mohammad Al-Fawa'reh, Malek Barhoush,Mohammad H Alshira
    Cybernetics and Information Technologies 22 (01), 60-76 2022
    Citations: 11

  • Analysis and Investigation of Malicious DNS Queries Using CIRA-CIC-DoHBrw-2020 Dataset
    MT Jafar, M Al-Fawa'reh, Z Al-Hrahsheh, ST Jafar
    Manchester Journal of Artificial Intelligence and Applied Sciences(MJAIAS) 2 2021
    Citations: 11

  • Digital Forensics and Analysis of Deepfake Videos
    M Tayseer, J Mohammad, M Ababneh, A Al-Zoube, A Elhassan
    11th International Conference on Information and Communication Systems (ICICS) 2020
    Citations: 10

  • Detecting malicious DNS queries over encrypted tunnels using statistical analysis and bi-directional recurrent neural networks
    M Al-Fawa'reh, Z Ashi, MT Jafar
    Karbala International Journal of Modern Science 7 (4), 4 2021
    Citations: 7

  • Intelligent Methods for flood forecasting in Wadi al Wala, Jordan
    M Al-Fawa’Reh, A Hawamdeh, R Alrawashdeh, MT Jafar
    2021 International Congress of Advanced Technology and Engineering (ICOTEN), 1-9 2021
    Citations: 6

  • Optimal control of malware propagation in IoT networks
    MT Jafar, LX Yang, G Li, X Yang
    arXiv preprint arXiv:2401.11076 2024
    Citations: 3

  • Malware containment with immediate response in IoT networks: An optimal control approach
    MT Jafar, LX Yang, G Li, Q Zhu, C Gan, X Yang
    Computer Communications 228, 107951 2024
    Citations: 2

  • Minimizing Malware Propagation in Internet of Things Networks: An Optimal Control Using Feedback Loop Approach
    MT Jafar, LX Yang, G Li, Q Zhu, C Gan
    IEEE Transactions on Information Forensics and Security 2024
    Citations: 2

  • DFT-MF: Enhanced Deepfake Detection Using Mouth Movement And Transfer LearningPrincess
    A Elhassan, M Al-Fawa’reh, MT Jafar, M Ababneh, ST Jafar
    Sumaya University for Technology, Jordan and Yarmouk University, Jordan
    Citations: 2

  • An innovative practical roadmap for optimal control strategies in malware propagation through the integration of RL with MPC
    MT Jafar, LX Yang, G Li
    Computers & Security 148, 104186 2025
    Citations: 1

  • The evolution of the flip-it game in cybersecurity: Insights from the past to the future
    MT Jafar, LX Yang, G Li, X Yang
    Journal of King Saud University-Computer and Information Sciences 36 (9), 102195 2024
    Citations: 1