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ORCIDMd. Jobair Hossain Faruk
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Journal Articles
- 2024
[j2]Md. Jobair Hossain Faruk, Fazlul Alam, Mazharul Islam, Akond Rahman
:
Transforming online voting: a novel system utilizing blockchain and biometric verification for enhanced security, privacy, and transparency. Clust. Comput. 27(4): 4015-4034 (2024)- [j1]Sunzida Siddique, Mohd Ariful Haque, Roy George, Kishor Datta Gupta, Debashis Gupta, Md. Jobair Hossain Faruk:
Survey on Machine Learning Biases and Mitigation Techniques. Digit. 4(1): 1-68 (2024)
Conference and Workshop Papers
- 2024
- [c28]Md. Jobair Hossain Faruk, Masrura Tasnim, Jerry Q. Cheng:
Project-based Learning in Software Engineering Education: Integrating Blockchain-Oriented Repositories in SE Curriculum and Coursework. SERA 2024: 81-87 - 2023
- [c27]Md. Jobair Hossain Faruk, Jim Basney, Jerry Q. Cheng:
Blockchain-Based Decentralized Verifiable Credentials: Leveraging Smart Contracts for Privacy-Preserving Authentication Mechanisms to Enhance Data Security in Scientific Data Access. IEEE Big Data 2023: 5493-5502 - [c26]Md. Jobair Hossain Faruk, Jerry Q. Cheng:
Integration of Blockchain in Computer Networking: Overview, Applications, and Future Perspectives for Software-defined Networking (SDN), Network Security, and Protocols. SDS 2023: 20-27 - [c25]Md. Jobair Hossain Faruk:
Malware Classification and Detection using Quantum Neural Network (QNN). SIGCSE (2) 2023: 1235 - [c24]Md. Jobair Hossain Faruk, Bilash Saha, Jim Basney:
A Comparative Analysis Between SciTokens, Verifiable Credentials, and Smart Contracts: Novel Approaches for Authentication and Secure Access to Scientific Data. PEARC 2023: 302-305 - 2022
- [c23]Md. Jobair Hossain Faruk, Mazharul Islam, Fazlul Alam, Hossain Shahriar, Akond Rahman:
Bie Vote: A Biometric Identification Enabled Blockchain-Based Secure and Transparent Voting Framework. BCCA 2022: 253-258 - [c22]Mohammad Masum, Nafisa Anjum, Md. Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea:
A Novel Machine Learning Based Framework for Bridge Condition Analysis. IEEE Big Data 2022: 5530-5535 - [c21]Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea:
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. IEEE Big Data 2022: 5639-5645 - [c20]Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Michael E. Whitman, Alfredo Cuzzocrea, Fan Wu, Victor Clincy:
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 2022: 5715-5720 - [c19]Mohammad Masum, Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Muhaiminul Islam Adnan:
Ransomware Classification and Detection With Machine Learning Algorithms. CCWC 2022: 316-322 - [c18]Md. Jobair Hossain Faruk, Mohammad Masum, Hossain Shahriar, Kai Qian, Dan Lo:
Authentic Learning of Machine Learning to Ransomware Detection and Prevention. COMPSAC 2022: 442-443 - [c17]Md. Jobair Hossain Faruk, Arleen Joy Patinga, Lorna Migiro, Hossain Shahriar, Sweta Sneha:
Leveraging Healthcare API to transform Interoperability: API Security and Privacy. COMPSAC 2022: 444-445 - [c16]Paramita Basak Upama, Md. Jobair Hossain Faruk, Mohammad Nazim, Mohammad Masum, Hossain Shahriar, Gias Uddin, Shabir Barzanjeh, Sheikh Iqbal Ahamed, Akond Rahman:
Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools. COMPSAC 2022: 520-529 - [c15]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:
Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? COMPSAC 2022: 530-538 - [c14]Jiyoun Randolph, Md. Jobair Hossain Faruk, Bilash Saha, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib:
Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. COMPSAC 2022: 1756-1761 - [c13]Mohammad Taneem Bin Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Md Abdullah Khan, Mohammad Masum, Nazmus Sakib, Fan Wu:
Systematic Analysis of Deep Learning Model for Vulnerable Code Detection. COMPSAC 2022: 1768-1773 - [c12]Shahriar Sobhan, Timothy Williams, Md. Jobair Hossain Faruk, Juan Rodriguez Cardenas, Masrura Tasnim, Edwin Mathew, Jack Wright, Hossain Shahriar:
A Review of Dark Web: Trends and Future Directions. COMPSAC 2022: 1780-1785 - [c11]Md. Jobair Hossain Faruk, Sharaban Tahora, Masrura Tasnim, Hossain Shahriar, Nazmus Sakib:
A Review of Quantum Cybersecurity: Threats, Risks and Opportunities. ICAIC 2022: 1-8 - [c10]Md. Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed:
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. ICHI 2022: 412-421 - [c9]Md. Jobair Hossain Faruk, Masrura Tasnim, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu:
Investigating Novel Approaches to Defend Software Supply Chain Attacks. ISSRE Workshops 2022: 283-288 - [c8]Md. Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar, Maria Valero, Xia Li, Masrura Tasnim:
Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study. SERA 2022: 120-127 - [c7]Md. Jobair Hossain Faruk, Bilash Saha, Mazharul Islam, Fazlul Alam, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu, Md. Zakirul Alam Bhuiyan:
Development of Blockchain-based e-Voting System: Requirements, Design and Security Perspective. TrustCom 2022: 959-967 - 2021
- [c6]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:
Malware Detection and Prevention using Artificial Intelligence Techniques. IEEE BigData 2021: 5369-5377 - [c5]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:
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. IEEE BigData 2021: 5413-5419 - [c4]Ryan Shivers, Mohammad Ashiqur Rahman, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy:
Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. IEEE BigData 2021: 5450-5459 - [c3]Md. Jobair Hossain Faruk, Maria Valero, Hossain Shahriar:
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. COMPSAC 2021: 580-589 - [c2]Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Ashiqur Rahman:
Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. ICDH 2021: 299-308 - [c1]Md. Jobair Hossain Faruk, Paul Miner, Ryan Coughlan, Mohammad Masum, Hossain Shahriar, Victor Clincy, Coskun Cetinkaya:
Smart Connected Aircraft: Towards Security, Privacy, and Ethical Hacking. SIN 2021: 1-5
Informal and Other Publications
- 2023
- [i14]Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea:
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. CoRR abs/2306.08060 (2023) - [i13]Md. Jobair Hossain Faruk, Bilash Saha, Jim Basney:
A Comparative Analysis Between SciTokens, Verifiable Credentials, and Smart Contracts: Novel Approaches for Authentication and Secure Access to Scientific Data. CoRR abs/2311.13422 (2023) - 2022
- [i12]Paramita Basak Upama, Md. Jobair Hossain Faruk, Mohammad Nazim, Mohammad Masum, Hossain Shahriar, Gias Uddin, Shabir Barzanjeh, Sheikh Iqbal Ahamed, Akond Rahman:
Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools. CoRR abs/2204.01856 (2022) - [i11]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:
Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? CoRR abs/2204.02784 (2022) - [i10]Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Ashiqur Rahman:
Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. CoRR abs/2206.12766 (2022) - [i9]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:
Malware Detection and Prevention using Artificial Intelligence Techniques. CoRR abs/2206.12770 (2022) - [i8]Md. Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar, Maria Valero, Xia Li, Masrura Tasnim:
Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study. CoRR abs/2207.00892 (2022) - [i7]Mohammad Masum, Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan C. Lo, Muhaiminul Islam Adnan:
Ransomware Classification and Detection With Machine Learning Algorithms. CoRR abs/2207.00894 (2022) - [i6]Ryan Shivers, Mohammad Ashiqur Rahman, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy:
Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. CoRR abs/2207.03525 (2022) - [i5]Md. Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed:
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. CoRR abs/2207.03529 (2022) - [i4]Md. Jobair Hossain Faruk, Sharaban Tahora, Masrura Tasnim, Hossain Shahriar, Nazmus Sakib:
A Review of Quantum Cybersecurity: Threats, Risks and Opportunities. CoRR abs/2207.03534 (2022) - [i3]Jiyoun Randolph, Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib, Bilash Saha:
Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. CoRR abs/2207.03555 (2022) - [i2]Md. Jobair Hossain Faruk, Maria Valero, Hossain Shahriar:
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. CoRR abs/2207.06914 (2022) - [i1]Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea:
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. CoRR abs/2207.09902 (2022)
Coauthor Index
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