Mahmuda Khatun

PhD Student, EECS, York University

people/mahmuda.jpg

Lassonde School of Engineering

York University

Toronto, Canada

I, a faculty member of the Faculty of Engineering, Comilla University, Bangladesh, is currently pursuing my PhD in Computer Science at the Department of Electrical Engineering and Computer Science, Lassonde School of Engineering, York University, Toronto, Canada under the supervision of Dr. Gias Uddin, Associate Professor, York University, Lassonde School of Engineering, Electrical Engineering and Computer Science. In 2016, I achieved a B.Sc. (Hons) in Computer Science and Engineering from Jahangirnagar University in Savar, Dhaka. In 2018, I acquired an M.Sc. from the same institution, placing me in the top 1%. From November 17 to March 19, I was employed by the Ministry of Finance’s (MoF) as an Assistant Programmer at the National Board of Revenue (NBR) umder Internal Resources Division (IRD). My research interests include software testing, fuzzing, machine learning, artificial intelligence, and deep learning systems.

Research Interests

  • Software Testing and Fuzzing
  • Artificial Intelligence
  • Machine Learning
  • Deep Learning Systems
  • Computer Vision

Education

  • M.Sc. in Computer Science and Engineering
    Jahangirnagar University, Bangladesh

  • B.Sc. (Hons) in Computer Science and Engineering
    Jahangirnagar University, Bangladesh

Journal Publication

  • Detecting the Provenance of Price Hike in Agri-Food Supply Chain Using Private Ethereum Blockchain Network MD Maksuda Haider Sayma, Md Rakib Hasan, Mahmuda Khatun, Alimul Rajee, Amena Begum Heliyon [Scopus (Q1)] May 2024

  • An Approach to Detect Phishing Websites with Features Selection Method and Ensemble Learning Mahmuda Khatun, MD Akib Ikbal Mozumder, Md. Nazmul Hasan Polash, Md. Rakib Hasan, Khalil Ahammad and MD. Shibly Shaiham International Journal of Advanced Computer Science and Applications (IJACSA) [Elsevier Scopus (Q3), SCI (Web of Science) Indexed] August 2022

  • Object Detection using Template and HOG Feature Matching Marjia Sultana, Tasniya Ahmed, Partha Chakraborty, Mahmuda Khatun, Md. Rakib Hasan, Mohammad Shorif Uddin International Journal of Advanced Computer Science and Applications (IJACSA) [Elsevier Scopus (Q3), SCI (Web of Science) Indexed] July 2020

  • Improvised Technique for Analyzing Data and Detecting Terrorist Attack Using Machine Learning Approach based on Twitter Data Aditi Sarker, Partha Chakraborty, S.M.Shaheen Sha, Mahmuda Khatun, Md. Rakib Hasan, Kawshik Banerjee Journal of Computer and Communications (JCC) [Elsevier Scopus Indexed, Published by SCIRP, Google-based IF: 1.25 Citations h5-index & Ranking] July 2020

  • A Procedure to Prevent Confidential Information Leakage of Government Organizations in Bangladesh using ISAKMP Cryptographic Technique Tasniya Ahmed, Marjia Sultana, Md. Rakib Hasan, Mahmuda Khatun, Israt Jahan International Journal of Innovative Technology and Exploring Engineering (IJITEE) [Elsevier Scopus] February 2020

  • Automatic Student Attendance System using Face Recognition Partha Chakraborty, Chowdhury Shahriar Muzammel, Mahmuda Khatun, Sk. Fahmida Islam, Saifur Rahman International Journal of Engineering and Advanced Technology (IJEAT) [Elsevier Scopus] February 2020

Conference Publication

  • Bridging Hardware and Web: A Comprehensive IoT System for Real-Time Poultry Environment Monitoring and Control Mofrad Jamil Joy, Foysal Ahmed Zelani, Md. Zahidur Rahman, Mahmuda Khatun 3rd International Conference on Big Data, IoT and Machine Learning (BIM 2025) [Accept for Springer Lecture Notes in Networks and Systems]

  • Revolutionizing Fire Safety: Real-Time Fire Detection in Buildings Using YOLOv8 Mahmud, Syed Shakil; Ritu, Khandaker Jannatul; Bhuiyan, Shakirul; Khatun, Mahmuda; Ohidujjaman; Hassan, Mahmudul Undergraduate Conference on Intelligent Computing and Systems (UCICS 2025)

  • Bangladeshi Currency Authentication Checking System Using Convolutional Neural Networks Zelani, F.A., Chakraborty, P., Khatun, M., Mondal, T. Proceedings of Fifth Doctoral Symposium on Computational Intelligence (DoSCI) 2024

  • SelfBOT: An Automated Wheel-Chair Control Using Facial Gestures Only K. J. Ritu, K. Ahammad, M. Mohibullah, M. Khatun, M. Z. Uddin, M. K. Uddin, Y. Kobayashi and M. Hasan 26th International Conference on Computer and Information Technology (ICCIT) 2023

  • Detection of Copy–Move Image Forgery Applying Robust Matching with K-D Tree Sorting Partha Chakraborty, Sabakun Nahar Tafhim, Mahmuda Khatun, Md. Abu Sayed, Md. Sabab Zulfiker, Priyanka Paul, Md. Farhad Hossain and Tanupriya Choudhury Pattern Recognition and Data Analysis with Applications, Lecture Notes in Electrical Engineering [Scopus Indexed: Q4]

  • Performance Analysis of OFDM System on Multipath Fading and Inter Symbol Interference (ISI) Using AWGN Abu Sayed, Mahmuda Khatun, Tasniya Ahmed, Antara Anika Piya, Partha Chakraborty and Tanupriya Choudhury Proceedings of 3rd International Conference on Computational Intelligence in Pattern Recognition (CIPR 2021)

  • Reliable Identity Management System Using Raspberry PI Md. Rakib Hasan, Partha Chakraborty, Mahmuda Khatun, Aditi Sarker, Kawshik Banerjee, Tanupriya Choudhury, Mohammad Abu Yousuf and Mohammad Zahidur Rahman Proceedings of 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI 2020) : IEEE (Indexed by SCOPUS)

  • Image Classification of Face Mask and Face Shield Using CNN In the Era of COVID-19 Mahmuda Khatun, Md. Rakib Mia, Sabikun Nahar Tafhim, Partha Chakraborty, Md. Rakib Hasan, Tasniya Ahmed, Marjia Sultana and Aditi Sarker IEEE CSBDC Winter Symposium 2020, IEEE Computer Society Bangladesh Chapter, 13-14 Nov 2020

  • Secrecy Capacity via Cooperative Transmitting under Rayleigh and Nakagami-m Fading Channel Mahmuda Khatun, Md. Imdadul Islam, Partha Chakraborty, Tasniya Ahmed, Aditi Sarker, Md. Shamim -Ul-Islam IEEE TENSYMP 2020 (IEEE Region 10 Symposium) (Indexed by SCOPUS)

  • Analysis of Texture Feature Extraction Technique in Image Processing Partha Chakraborty,Mohammad Abu Yousuf, Saidul Islam, Mahmuda Khatun, Aditi Sarker, and Saifur Rahman Proceedings of The 1st International Conference on Distributed Sensing and Intelligent Systems (ICDSIS2020): Springer (Indexed by SCOPUS)

Conference Activities

  • Web chair, Second International Conference on Machine Intelligence and Data Science Applications (MIDAS) 2021
  • Anchor, Second International Conference on Machine Intelligence and Data Science Applications (MIDAS) 2021
  • Session Coordinator, Second International Conference on Machine Intelligence and Data Science Applications (MIDAS) 2021
  • Reviewer, Second International Conference on Machine Intelligence and Data Science Applications (MIDAS) 2021
  • Reviewer, 3rd International Conference on Machine Intelligence and Signal Processing (MISP 2021)
  • Reviewer, 2nd International Conference on Machine Intelligence and Emerging Technologies (MIET 2024)
  • Reviewer, 2nd International Conference on Information and Communication Technology (ICICT 2024)
  • Reviewer, 27th International Conference on Computer and Information Technology-( ICCIT 2024)

Extracurricular Activities

  • Convenor, CSE Society, Dept. of CSE, Comilla University (5 June, 2022 to 10 December, 2025).
  • Member Secretary, Seminar Sub-Committee, CSE Fest 2025, Comilla University.
  • Chief Election Commissioner, CSE Society Executive Commission Secretariat 2024, Dept. of CSE, Comilla University.
  • Convenor, Kit Preparation and Design Sub-committee, CoU-BRACNet Inter University Programming Contest 2023.
  • Convenor, CSE Fiesta 2022, Comilla University.
  • Got 1st prize in IT Quiz in “JUITS National IT Festival 2015”.

MSc Thesis

  • Secrecy Capacity via Cooperative Transmitting under Rayleigh and Nakagami-m Fading Channel

Undergrade Projects

  • Student Registration Management System (Java)
  • Library Management System (Java)
  • Examination Routine Management System (HTML, CSS and PHP)
  • Examination Management System (ASP.NET)