M.Sc. in IT
Institute of Information Technology, Jahangirnagar University, Bangladesh

B.Sc. in IT
Institute of Information Technology, Jahangirnagar University, Bangladesh

• BHTPA Training on Basic Internet of Things (Institution: Bangladesh Hi-Tech Park Authority & Bangladesh Open Source Network)
• Basic Python
• Basic Communication Skill (General English) (Institution: British Council, Dhaka)

• Algorithm Design & Analysis
• Human Computer Interaction
• Operating System & System Program
• Numerical Analysis
• Computer Fundamental

Journals:

1. Fahim, R. A., Arman, M. S., Sultana, I., Tasnim, N., Ahmed, K. R., & Mahmud, I. (2024, November). PhishGuard: Leveraging NLP and Machine Learning for Email Phishing Detection. In 2024 International Conference on Big Data Analytics in Bioinformatics (DABCon) (pp. 01-06). IEEE.
2. Nahida Islam, Fahiba Farhin, Ishrat Sultana, M Shamim Kaiser, Md. Sazzadur Rahman, Mufti Mahmud, A. S. M. Sanwar Hosen, and Gi Hwan Cho “Towards Machine Learning Based Intrusion Detection in IoT Networks” CMC-Computers, Materials & Continua (CMC, ISSN: 1546-2218, SCI: 2019 Impact Factor 4.89 Publisher: Tech Science Press) Journal ID: 18466

Conference Papers:

1. Fahiba Farhin, Ishrat Sultana, Nahida Islam, M Shamim Kaiser, Md.Sazzadur Rahman, Mufti Mahmud “Attack Detection in SDN based Internet of Things Network using Fuzzy Logic”, International Conference on Informatics, Electronics & Vision, ICIEV-2020.

Book Chapters:

1. Ishrat Sultana, Fahiba Farhin, Fatematuz Zohora “Wearable Devices for Monitoring Vital Rhythm and Earlier Disease Diagnosis of Treatment” Book Title: Rhythms in Healthcare part of the series Rhythm in Engineering, 2022
2. Nahida Islam, Ishrat Sultana, Md.Sazzadur Rahman “HKMS-AMI: A Hybrid Key Management Scheme for AMI Secure Communication”, 2nd International Conference on Trends in Computational & Cognitive Engineering, TCCE-2020.

Machine Learning, Deep Learning, Cybersecurity, Cloud Computing.

• National Science and Technology (NST) Fellowship, Ministry of Science and Technology, Bangladesh for Masters Research (2021)
• University Merit Scholarships at undergraduate level (2015-2019)
• National Merit Scholarship for Secondary Certificate examination. 

1. Lecturer Contractual (5th August 2022-31st December, 2022)
Department of Computer Science & Engineering
Faculty of Science & Information Technology
Daffodil International University  
Daffodil Smart City, Ashulia, Savar Dhaka-1340

2. Lecturer-Contractual (29th January 2023-31st December 2023)
Department of Software Engineering
Faculty of Science & Information Technology
Daffodil International University  
Daffodil Smart City, Ashulia, Savar Dhaka-1340