Md. Jobair Hossain Faruk

According to our database, Md. Jobair Hossain Faruk authored at least 30 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Survey on Machine Learning Biases and Mitigation Techniques.

Sunzida Siddique, Mohd Ariful Haque, Roy George, Kishor Datta Gupta, Debashis Gupta, Md. Jobair Hossain Faruk

Digit., March, 2024

2023

Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms.

Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea

CoRR, 2023

A Comparative Analysis Between SciTokens, Verifiable Credentials, and Smart Contracts: Novel Approaches for Authentication and Secure Access to Scientific Data.

Md. Jobair Hossain Faruk, Bilash Saha, Jim Basney

Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Malware Classification and Detection using Quantum Neural Network (QNN).

Md. Jobair Hossain Faruk

Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 2, 2023

Integration of Blockchain in Computer Networking: Overview, Applications, and Future Perspectives for Software-defined Networking (SDN), Network Security, and Protocols.

Md. Jobair Hossain Faruk, Jerry Q. Cheng

Proceedings of the Tenth International Conference on Software Defined Systems, 2023

Blockchain-Based Decentralized Verifiable Credentials: Leveraging Smart Contracts for Privacy-Preserving Authentication Mechanisms to Enhance Data Security in Scientific Data Access.

Md. Jobair Hossain Faruk, Jim Basney, Jerry Q. Cheng

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection.

Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea

CoRR, 2022

Development of Blockchain-based e-Voting System: Requirements, Design and Security Perspective.

Md. Jobair Hossain Faruk, Bilash Saha, Mazharul Islam, Fazlul Alam, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu, Md. Zakirul Alam Bhuiyan

Proceedings of the IEEE International Conference on Trust, 2022

Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study.

Md. Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar, Maria Valero, Xia Li, Masrura Tasnim

Proceedings of the 20th IEEE/ACIS International Conference on Software Engineering Research, 2022

Investigating Novel Approaches to Defend Software Supply Chain Attacks.

Md. Jobair Hossain Faruk, Masrura Tasnim, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques.

Md. Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

A Review of Quantum Cybersecurity: Threats, Risks and Opportunities.

Md. Jobair Hossain Faruk, Sharaban Tahora, Masrura Tasnim, Hossain Shahriar, Nazmus Sakib

Proceedings of the 1st International Conference on AI in Cybersecurity, 2022

Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools.

Paramita Basak Upama, Md. Jobair Hossain Faruk, Mohammad Nazim, Mohammad Masum, Hossain Shahriar, Gias Uddin, Shabir Barzanjeh, Sheikh Iqbal Ahamed, Akond Rahman

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

A Review of Dark Web: Trends and Future Directions.

Shahriar Sobhan, Timothy Williams, Md. Jobair Hossain Faruk, Juan Rodriguez Cardenas, Masrura Tasnim, Edwin Mathew, Jack Wright, Hossain Shahriar

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework.

Jiyoun Randolph, Md. Jobair Hossain Faruk, Bilash Saha, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Systematic Analysis of Deep Learning Model for Vulnerable Code Detection.

Mohammad Taneem Bin Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Md Abdullah Khan, Mohammad Masum, Nazmus Sakib, Fan Wu

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go?

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

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Leveraging Healthcare API to transform Interoperability: API Security and Privacy.

Md. Jobair Hossain Faruk, Arleen Joy Patinga, Lorna Migiro, Hossain Shahriar, Sweta Sneha

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Authentic Learning of Machine Learning to Ransomware Detection and Prevention.

Md. Jobair Hossain Faruk, Mohammad Masum, Hossain Shahriar, Kai Qian, Dan Lo

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Ransomware Classification and Detection With Machine Learning Algorithms.

Mohammad Masum, Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Muhaiminul Islam Adnan

Proceedings of the 12th IEEE Annual Computing and Communication Workshop and Conference, 2022

A Novel Machine Learning Based Framework for Bridge Condition Analysis.

Mohammad Masum, Nafisa Anjum, Md. Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea

Proceedings of the IEEE International Conference on Big Data, 2022

Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection.

Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Michael E. Whitman, Alfredo Cuzzocrea, Fan Wu, Victor Clincy

Proceedings of the IEEE International Conference on Big Data, 2022

Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms.

Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea

Proceedings of the IEEE International Conference on Big Data, 2022

Bie Vote: A Biometric Identification Enabled Blockchain-Based Secure and Transparent Voting Framework.

Md. Jobair Hossain Faruk, Mazharul Islam, Fazlul Alam, Hossain Shahriar, Akond Rahman

Proceedings of the Fourth International Conference on Blockchain Computing and Applications, 2022

2021

Smart Connected Aircraft: Towards Security, Privacy, and Ethical Hacking.

Md. Jobair Hossain Faruk, Paul Miner, Ryan Coughlan, Mohammad Masum, Hossain Shahriar, Victor Clincy, Coskun Cetinkaya

Proceedings of the 14th International Conference on Security of Information and Networks, 2021

Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring.

Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Ashiqur Rahman

Proceedings of the IEEE International Conference on Digital Health, 2021

An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness.

Md. Jobair Hossain Faruk, Maria Valero, Hossain Shahriar

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform.

Ryan Shivers, Mohammad Ashiqur Rahman, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection.

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

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Malware Detection and Prevention using Artificial Intelligence Techniques.

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

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021