Md Tarek Hasan

About Me

My foundational background in electrical engineering provides me with a unique vantage point in cybersecurity, allowing me to analyze vulnerabilities from the underlying infrastructure and signal levels rather than solely at the application layer. Building upon this, I recently earned my MS in Cybersecurity from Kean University, formally transitioning my expertise into advanced network defense and threat intelligence.

With a demonstrated record of 9 publications and over 200 citations, my research agenda is centered on the intersection of machine learning and proactive security—specifically targeting automated threat detection, deepfake mitigation, and resilient network privacy architectures.

My long-term objective is to pursue a Ph.D. and ultimately establish a research laboratory dedicated to AI-driven security. I am deeply committed to bridging the gap between theoretical academic research and practical, deployable solutions for modern security operations.

Recent News & Activities

Latest milestones, publications, and updates from my research journey.

PublicationJan 2026

Published "Perceived Privacy Risks of Passive WiFi-Based Human Sensing" in the American Journal of Data Science and Analytics.

#Publication#Research

Academic AchievementFeb 2026

Completed MS in Cybersecurity from Kean Jersey City University.

#AcademicAchievement#Research

PublicationOct 2025

New preprint: "Machine Learning for Fraud Detection in Digital Banking" — now on arXiv.

#Publication#Research

Research Focus

Financial Cybersecurity & Fraud Detection

Detecting fraudulent transactions and mapping the threat landscape of digital banking — from deep sequential models for transaction streams to the regulatory frameworks (GDPR, PSD2, GLBA) that shape what security teams can actually deploy.

Associated Publications

2025·Preprint

Machine Learning for Fraud Detection in Digital Banking: A Systematic Literature Review

Md Zahin Hossain George, Md Khorshed Alam, Md Tarek Hasan

118 studies synthesized#PRISMA#Systematic Review#Fraud Detection

25 citations

arXiv

2025·Preprint

Assessing the Influence of Cybersecurity Threats and Risks on the Adoption and Growth of Digital Banking: A Systematic Literature Review

Md Waliullah, Md Zahin Hossain George, Md Tarek Hasan, Md Khorshed Alam, Mosa Sumaiya Khatun Munira, Noor Alam Siddiqui

78 studies synthesizedMost cited work#PRISMA#Digital Banking#GDPR#PSD2#GLBA

107 citations

arXiv

2025·Journal

Artificial Intelligence for Business Innovation: Revolutionizing Financial Analytics and Customer Modeling in Online Commerce

Md Asrafuzzaman, Md Tarek Hasan, Md Khorshed Alam, Md Zahin Hossain George

90% forecast accuracy#Predictive Analytics#F-Commerce#AI Adoption

2 citations

2024·Journal

Transforming Banking Security: The Role of Deep Learning in Fraud Detection Systems

Md Al-Imran, Eftekhar Hossain Ayon, Md Rashedul Islam, Fuad Mahmud, Sharmin Akter, Md Khorshed Alam, Md Tarek Hasan, Sadia Afrin, Jannatul Ferdous Shorna, Md Munna Aziz

98.5% AccuracyAUC 0.94#LSTM#XGBoost#Credit Card Fraud#Sequential Modeling

32 citations

Network & Enterprise Threat Detection

Identifying stealthy, long-dwell attacks in corporate networks by fusing network traffic with event logs, and combining gradient-boosted models with transformer architectures to keep false positive rates below operational thresholds.

Associated Publications

2025·Journal

Hybrid Multi-Modal Detection Framework for Advanced Persistent Threats in Corporate Networks Using Machine Learning and Deep Learning

Farhan Shakil, Sadia Afrin, Abdullah Al Mamun, Md Khorshed Alam, Md Tarek Hasan, Jayveersinh Vansiya, Asha Chandi

98.7% Accuracy98.3% Precision<1% FPR#APT Detection#Gradient Boosting#Transformers#Multimodal Fusion

6 citations

PDF

2024·Journal

Comparative Analysis of Machine Learning Algorithms for Predicting Cybersecurity Attack Success: A Performance Evaluation

Md Abu Sayed, Md Shohail Uddin Sarker Badruddowza, Abdullah Al Mamun, Norun Nabi, Fuad Mahmud, Md Khorshed Alam, Md Tarek Hasan, Md Rashed Buiya, Mashaeikh Zaman Md Eftakhar Choudhury

#Random Forest#SVM#Risk Prediction#Model Comparison

17 citations

2024·Journal

Advancements in Airline Security: Evaluating Machine Learning Models for Threat Detection

Fuad Mahmud, Badruddowza, Md Sarker, Abdullah Al Mamun, Md Khorshed Alam, Md Tarek Hasan, Mashaeikh Zaman Md Eftakhar Choudhury, Jannatul Ferdous Shorna

88% AccuracyAUC-ROC 0.90#Neural Networks#Decision Trees#Threat Detection

11 citations

Media Integrity & Wireless Privacy

Two faces of the same problem: what happens when signals lie, and what happens when signals reveal too much. Transformer-based deepfake detection on one side; the privacy risks of passive WiFi human sensing and IEEE 802.11bf on the other.

Associated Publications

2026·Journal

First Author

Perceived Privacy Risks of Passive WiFi-Based Human Sensing Technologies: A Quantitative Study

Md Tarek Hasan, Md Zahin Hossain George

#IEEE 802.11bf#Channel State Information#Privacy#Quantitative Methods#n=134

0 citations

2025·Journal

Multimodal Deepfake Detection Using Transformer-Based Large Language Models: A Path Toward Secure Media and Clinical Integrity

Kutub Thakur, Md Abu Sayed, Sanjida Akter Tisha, Md Khorshed Alam, Md Tarek Hasan, Jannatul Ferdous Shorna, Sadia Afrin, Md Zahin Hossain George, Eftekhar Hossain Ayon

#Transformers#LLMs#Multimodal#Deepfake Detection

8 citations

Publications

Nine peer-reviewed articles and preprints, 2024–2026.

2026·Journal

First Author

Perceived Privacy Risks of Passive WiFi-Based Human Sensing Technologies: A Quantitative Study

Md Tarek Hasan, Md Zahin Hossain George

#IEEE 802.11bf#Channel State Information#Privacy#Quantitative Methods#n=134

0 citations

2025·Preprint

Machine Learning for Fraud Detection in Digital Banking: A Systematic Literature Review

Md Zahin Hossain George, Md Khorshed Alam, Md Tarek Hasan

118 studies synthesized#PRISMA#Systematic Review#Fraud Detection

25 citations

arXiv

2025·Journal

Multimodal Deepfake Detection Using Transformer-Based Large Language Models: A Path Toward Secure Media and Clinical Integrity

Kutub Thakur, Md Abu Sayed, Sanjida Akter Tisha, Md Khorshed Alam, Md Tarek Hasan, Jannatul Ferdous Shorna, Sadia Afrin, Md Zahin Hossain George, Eftekhar Hossain Ayon

#Transformers#LLMs#Multimodal#Deepfake Detection

8 citations

Research
Impact

Quantifiable Metrics

9Publications

208+Citations

6h-index

5i10-index

Skills &
Technologies

Core Capabilities

Machine LearningDeep LearningLarge Language Models (LLMs)Transformer ArchitecturesMultimodal Data FusionThreat Detection SystemsAdvanced Persistent Threats (APT)Predictive ModelingDeepfake DetectionNetwork Security

Academic Pathway

My formal academic background and qualifications.

MS in Cybersecurity

Kean Jersey City University

Feb 2026Jersey City, New Jersey, USA

BSc in Electrical & Electronic Engineering

Daffodil International University

2019Dhaka, Bangladesh

Higher Secondary Certificate (HSC)

Thakurgaon Govt. College

2013Thakurgaon, Bangladesh

Secondary School Certificate (SSC)

Sugar Mill High School

2011Thakurgaon, Bangladesh

Future Aspirations

Key milestones I am actively working toward

Research Excellence

Become a renowned researcher in the fields of Cybersecurity, AI, and Machine Learning.

Cutting-Edge Contribution

Contribute to cutting-edge research in Autonomous Systems and Network Security.

Lab Establishment

Complete PhD and establish a research lab focused on AI-driven security solutions.

Academic Mentorship

Enter the teaching profession to inspire and mentor the next generation of technologists.

Industry Translation

Bridge the gap between academia and industry by developing real-world AI applications.

Let's Connect

Open to PhD opportunities, research collaborations, and conversations about AI-driven security.

About Me

Recent News & Activities

Published "Perceived Privacy Risks of Passive WiFi-Based Human Sensing" in the American Journal of Data Science and Analytics.

Completed MS in Cybersecurity from Kean Jersey City University.

New preprint: "Machine Learning for Fraud Detection in Digital Banking" — now on arXiv.

Research Focus

Financial Cybersecurity & Fraud Detection

Network & Enterprise Threat Detection

Media Integrity & Wireless Privacy

Publications

Research Impact

Skills & Technologies

Academic Pathway

MS in Cybersecurity

BSc in Electrical & Electronic Engineering

Higher Secondary Certificate (HSC)

Secondary School Certificate (SSC)

Future Aspirations

Research Excellence

Cutting-Edge Contribution

Lab Establishment

Academic Mentorship

Industry Translation

Let's Connect

Research
Impact

Skills &
Technologies