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

181

Scholar Citations

7

Scholar h-index

5

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Optimal Control of Malware Propagation in IoT Networks
    MT Jafar, LX Yang, G Li, X Yang
    arXiv preprint arXiv:2401.11076 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

  • 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: 84

  • 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: 24

  • 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: 22

  • 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: 17

  • 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: 10

  • 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: 8

  • 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: 7

  • 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: 6

  • 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: 3