Md. Jobair Hossain Faruk

54 papers B 19C 3Journal 20Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cyber Attacks on Space Information Networks: Vulnerabilities, Threats, and Countermeasures for Satellite Security. J. Cybersecur. Priv. Afsana Sharmin, Bahar Uddin Mahmud, Norun Nabi, Mujiba Shaima, Md. Jobair Hossain Faruk
2025	B	`conf`	Deep Learning-Based Multi-Class Model in WSIs: Vision Transformer for Distinguishing Cancer, Tumor, Mitosis, Red Blood Cells, and Karyorrhexis. CHASE Md. Jobair Hossain Faruk, Bofan He, Jerry Cheng, Huanying Gu, Louis P. Dehner, Mai He
2025	B	`conf`	Exposing Privacy Vulnerabilities in Federated Learning: A GAN-Based Model Inversion Attack. IEEE Big Data Md Morshedul Islam, Suraj Neupane, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea
2025	B	`conf`	Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection. COMPSAC Md. Abdur Rahman, Hossain Shahriar, Guillermo Francia, Fan Wu, Alfredo Cuzzocrea, Muhammad Rahman, Md. Jobair Hossain Faruk, Sheikh Iqbal Ahamed
2025	J	`jnl`	Fusion-Augmented Large Language Models: Boosting Diagnostic Trustworthiness via Model Consensus. CoRR Md Kamrul Siam, Md. Jobair Hossain Faruk, Jerry Q. Cheng, Huanying Gu
2025	J	`jnl`	Multimodal Models in Healthcare: Methods, Challenges, and Future Directions for Enhanced Clinical Decision Support. Inf. Md Kamrul Siam, Md. Jobair Hossain Faruk, Bofan He, Jerry Q. Cheng, Huanying Gu
2025	B	`conf`	Secure Database Sharing in Healthcare: An LLM Based HIPAA Compliant Solution for Data Privacy and Security. IEEE Big Data Abdul Barek, Md Bajlur Rashid, ABM Kamrul Islam Riad, Md. Mostafizur Rahman, Sharmin Yeasmin, Md. Jobair Hossain Faruk, Hakki Erhan Sevil, Guillermo Francia, Hossain Shahriar, Alfredo Cuzzocrea, Sheikh Iqbal Ahamed, Coskun Cetinkaya
2025	J	`jnl`	Securing Decentralized Ecosystems: A Comprehensive Systematic Review of Blockchain Vulnerabilities, Attacks, and Countermeasures and Mitigation Strategies. Future Internet Md Kamrul Siam, Bilash Saha, Md. Golam Moula Mehedi Hasan, Md. Jobair Hossain Faruk, Nafisa Anjum, Sharaban Tahora, Aiasha Siddika, Hossain Shahriar
2025	B	`conf`	White-box Fuzzing in the Wild: A Chaos Engineering Module for DevOps Security Education. COMPSAC Md. Mostafizur Rahman, Md Bajlur Rashid, Abdul Barek, ABM Kamrul Islam Riad, Md. Abdur Rahman, Hossain Shahriar, Akond Rahman, Fan Wu, Guillermo Francia III, Md. Jobair Hossain Faruk, Sharaban Tahora
2024	B	`conf`	A Systematic Literature Review of Decentralized Applications in Web3: Identifying Challenges and Opportunities for Blockchain Developers. IEEE Big Data Md. Jobair Hossain Faruk, Pratusha Raya, Md Kamrul Siam, Jerry Q. Cheng, Hossain Shahriar, Alfredo Cuzzocrea, Pablo García Bringas
2024	C	`conf`	Project-based Learning in Software Engineering Education: Integrating Blockchain-Oriented Repositories in SE Curriculum and Coursework. SERA Md. Jobair Hossain Faruk, Masrura Tasnim, Jerry Q. Cheng
2024	J	`jnl`	Survey on Machine Learning Biases and Mitigation Techniques. Digit. Sunzida Siddique, Mohd Ariful Haque, Roy George, Kishor Datta Gupta, Debashis Gupta, Md. Jobair Hossain Faruk
2024	J	`jnl`	Transforming online voting: a novel system utilizing blockchain and biometric verification for enhanced security, privacy, and transparency. Clust. Comput. Md. Jobair Hossain Faruk, Fazlul Alam, Mazharul Islam, Akond Rahman
2023	—	`conf`	A Comparative Analysis Between SciTokens, Verifiable Credentials, and Smart Contracts: Novel Approaches for Authentication and Secure Access to Scientific Data. PEARC Md. Jobair Hossain Faruk, Bilash Saha, Jim Basney
2023	J	`jnl`	A Comparative Analysis Between SciTokens, Verifiable Credentials, and Smart Contracts: Novel Approaches for Authentication and Secure Access to Scientific Data. CoRR Md. Jobair Hossain Faruk, Bilash Saha, Jim Basney
2023	B	`conf`	Blockchain-Based Decentralized Verifiable Credentials: Leveraging Smart Contracts for Privacy-Preserving Authentication Mechanisms to Enhance Data Security in Scientific Data Access. IEEE Big Data Md. Jobair Hossain Faruk, Jim Basney, Jerry Q. Cheng
2023	—	`conf`	Integration of Blockchain in Computer Networking: Overview, Applications, and Future Perspectives for Software-defined Networking (SDN), Network Security, and Protocols. SDS Md. Jobair Hossain Faruk, Jerry Q. Cheng
2023	—	`conf`	Malware Classification and Detection using Quantum Neural Network (QNN). SIGCSE (2) Md. Jobair Hossain Faruk
2023	J	`jnl`	Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. CoRR Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
2022	—	`conf`	A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. ICHI Md. Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
2022	J	`jnl`	A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. CoRR Md. Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
2022	B	`conf`	A Novel Machine Learning Based Framework for Bridge Condition Analysis. IEEE Big Data Mohammad Masum, Nafisa Anjum, Md. Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
2022	B	`conf`	A Review of Dark Web: Trends and Future Directions. COMPSAC Shahriar Sobhan, Timothy Williams, Md. Jobair Hossain Faruk, Juan Rodriguez Cardenas, Masrura Tasnim, Edwin Mathew, Jack Wright, Hossain Shahriar
2022	—	`conf`	A Review of Quantum Cybersecurity: Threats, Risks and Opportunities. ICAIC Md. Jobair Hossain Faruk, Sharaban Tahora, Masrura Tasnim, Hossain Shahriar, Nazmus Sakib
2022	J	`jnl`	A Review of Quantum Cybersecurity: Threats, Risks and Opportunities. CoRR Md. Jobair Hossain Faruk, Sharaban Tahora, Masrura Tasnim, Hossain Shahriar, Nazmus Sakib
2022	J	`jnl`	An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. CoRR Md. Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
2022	B	`conf`	Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection. IEEE Big Data Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Michael E. Whitman, Alfredo Cuzzocrea, Fan Wu, Victor Clincy
2022	B	`conf`	Authentic Learning of Machine Learning to Ransomware Detection and Prevention. COMPSAC Md. Jobair Hossain Faruk, Mohammad Masum, Hossain Shahriar, Kai Qian, Dan Lo
2022	J	`jnl`	Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. CoRR Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea
2022	—	`conf`	Bie Vote: A Biometric Identification Enabled Blockchain-Based Secure and Transparent Voting Framework. BCCA Md. Jobair Hossain Faruk, Mazharul Islam, Fazlul Alam, Hossain Shahriar, Akond Rahman
2022	B	`conf`	Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. COMPSAC Jiyoun Randolph, Md. Jobair Hossain Faruk, Bilash Saha, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib
2022	J	`jnl`	Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. CoRR Jiyoun Randolph, Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib, Bilash Saha
2022	B	`conf`	Development of Blockchain-based e-Voting System: Requirements, Design and Security Perspective. TrustCom Md. Jobair Hossain Faruk, Bilash Saha, Mazharul Islam, Fazlul Alam, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu, Md. Zakirul Alam Bhuiyan
2022	B	`conf`	Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools. COMPSAC Paramita Basak Upama, Md. Jobair Hossain Faruk, Mohammad Nazim, Mohammad Masum, Hossain Shahriar, Gias Uddin, Shabir Barzanjeh, Sheikh Iqbal Ahamed, Akond Rahman
2022	J	`jnl`	Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools. CoRR Paramita Basak Upama, Md. Jobair Hossain Faruk, Mohammad Nazim, Mohammad Masum, Hossain Shahriar, Gias Uddin, Shabir Barzanjeh, Sheikh Iqbal Ahamed, Akond Rahman
2022	—	`conf`	Investigating Novel Approaches to Defend Software Supply Chain Attacks. ISSRE Workshops Md. Jobair Hossain Faruk, Masrura Tasnim, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu
2022	B	`conf`	Leveraging Healthcare API to transform Interoperability: API Security and Privacy. COMPSAC Md. Jobair Hossain Faruk, Arleen Joy Patinga, Lorna Migiro, Hossain Shahriar, Sweta Sneha
2022	J	`jnl`	Malware Detection and Prevention using Artificial Intelligence Techniques. CoRR Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan Chia-Tien Lo, Akond Rahman, Fan Wu
2022	B	`conf`	Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? COMPSAC Mohammad Masum, Mohammad Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Md Abdullah Hafiz Khan, Gias Uddin, Shabir Barzanjeh, Erhan Saglamyurek, Akond Rahman, Sheikh Iqbal Ahamed
2022	J	`jnl`	Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? CoRR Mohammad Masum, Mohammad Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Md Abdullah Hafiz Khan, Gias Uddin, Shabir Barzanjeh, Erhan Saglamyurek, Akond Rahman, Sheikh Iqbal Ahamed
2022	—	`conf`	Ransomware Classification and Detection With Machine Learning Algorithms. CCWC Mohammad Masum, Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Muhaiminul Islam Adnan
2022	J	`jnl`	Ransomware Classification and Detection With Machine Learning Algorithms. CoRR Mohammad Masum, Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan C. Lo, Muhaiminul Islam Adnan
2022	J	`jnl`	Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. CoRR Ryan Shivers, Mohammad Ashiqur Rahman, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy
2022	C	`conf`	Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study. SERA Md. Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar, Maria Valero, Xia Li, Masrura Tasnim
2022	J	`jnl`	Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study. CoRR Md. Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar, Maria Valero, Xia Li, Masrura Tasnim
2022	B	`conf`	Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. IEEE Big Data Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
2022	B	`conf`	Systematic Analysis of Deep Learning Model for Vulnerable Code Detection. COMPSAC Mohammad Taneem Bin Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Md Abdullah Khan, Mohammad Masum, Nazmus Sakib, Fan Wu
2022	J	`jnl`	Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. CoRR Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Ashiqur Rahman
2021	B	`conf`	An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. COMPSAC Md. Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
2021	—	`conf`	Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. IEEE BigData Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea, Fan Wu
2021	—	`conf`	Malware Detection and Prevention using Artificial Intelligence Techniques. IEEE BigData Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan C. Lo, Akond Rahman, Fan Wu
2021	—	`conf`	Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. IEEE BigData Ryan Shivers, Mohammad Ashiqur Rahman, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy
2021	C	`conf`	Smart Connected Aircraft: Towards Security, Privacy, and Ethical Hacking. SIN Md. Jobair Hossain Faruk, Paul Miner, Ryan Coughlan, Mohammad Masum, Hossain Shahriar, Victor Clincy, Coskun Cetinkaya
2021	—	`conf`	Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. ICDH Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Ashiqur Rahman