Dr. Rashed Mazumder
Institute of Information Technology
Jahangirnagar University, Bangladesh
Email: [email protected]
Qualifications
2014-2017 Ph.D., Japan Advanced Institute
of Science and Technology University, Japan
2012-2014 M.S., Japan Advanced Institute
of Science and Technology University, Japan
1999-2003 (05) B.S., University of Dhaka,
Bangladesh
Publications (Selected)
-
Securing
Networks: A Deep Learning Approach with Explainable AI (XAI) and Federated
Learning for Intrusion Detection, K Fatema, M Anannya, SK Dey, C Su,
R Mazumder, International Conference on Data Security and Privacy Protection,
260-275, 2024
-
A
Cloud-Enhanced Secure Healthcare System to Combat Antibiotic Resistance,
Iffat Tasnim Haque, Fawzia Tamanna, Tahmina Meem, Rashed Mazumder, 2024
Portland International Conference on Management of Engineering and Technology
(PICMET), IEEE
-
A Novel
Two-Stage Classification Architecture Integrating Machine Learning and
Artificial Immune System for Intrusion Detection on Balanced Dataset,
Kazi Fatema, Samrat Kumar Dey, Rashedul Bari, Rashed Mazumder, International
Conference on Information and Communication Technology for Intelligent Systems,
2024
-
An Autism
Detection Architecture with Fusion of Feature Extraction and Classification,
Meherun Bintey Alam, Mst Sadia Sultana, Tasnimul Islam Shihab, Sabbir Ahmed, Md
Sazzadul Islam Prottasha, Rashed Mazumder, 2023 International Conference on
Information and Communication Technology for Sustainable Development
(ICICT4SD), IEEE
-
Hybrid
SVM-Bidirectional Long Short-Term Memory Model for Fine-Grained Software
Requirement Classification, Mahmuda Akter Metu, Nazneen Akhter,
Sanjeda Nasrin, Tasnim Anzum, Afrina Khatun, Rashed Mazumder, Journal of
Advances in Information Technology, 2024
-
An Overview
on Skin Cancer Detection Applying Deep Learning Techniques from Dermoscopic
Skin Lesion Images, Nazeela Nosheen, Rashed Mazumder, Journal of
Information Technology, 2023
-
A Novel
Feature Selection Technique for Intrusion Detection System Using RF-RFE and
Bio-inspired Optimization, Zinia Anzum Tonni, Rashed Mazumder, 2023
57th Annual Conference on Information Sciences and Systems (CISS), IEEE
-
Post-quantum
Signature Scheme to Secure Medical Data, Tania Sultana, Rashed
Mazumder, Chunhua Su, Rhythms in Healthcare, Springer Nature Singapore, 2022
-
A Secure
Model for Preventing the Spread of COVID-19 in Bangladesh, Shaznin
Sultana, Raisa Tahsin Taspia, Md Farhad Hossain, Md Nahiduzzaman, Roksana
Akter, Rashed Mazumder, E-Health Telecommunication Systems and Networks, ETSN,
SCIRP, 2022
-
A
Practical Approach of Central Monitoring Management System that Ensure Mask
Wear to Prevent the Spread of COVID-19 in Bangladesh, Shaznin Sultana, Raisa
Tahsin Taspia, Sadia Afreen, Nafiz Al Asad, Rashed Mazumder, Global Journal of
Medical Research: K Interdisciplinary, 2022
-
An
Application of Blockchain to Secure the Conventional Product Authentication
Management System, Md Azizul Hakim Sowrov, Md Asaduzzaman, Ifthekharul Islam,
Md Mushfiqur Rahman, Rashed Mazumder, Journal of Information Technology, JU,
2022
Personal Profile(s):
https://www.juniv.edu/teachers/rmiit
https://scholar.google.com/citations?user=4jv4kOoAAAAJ&hl=en
https://ieeexplore.ieee.org/author/37086023539