Md Jobair Hossain Faruk

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 35

Top Topics

Network Intrusion

Future Directions

Machine Learning

Top Venues

Publications

Md Jobair Hossain Faruk
Malware Classification and Detection using Quantum Neural Network (QNN). SIGCSE (2) (2023)
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)
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)
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 (2022)
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)
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)
Md Jobair Hossain Faruk, Sharaban Tahora, Masrura Tasnim, Hossain Shahriar, Nazmus Sakib
A Review of Quantum Cybersecurity: Threats, Risks and Opportunities. CoRR (2022)
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 (2022)
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 (2022)
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 (2022)
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. Big Data (2022)
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)
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)
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)
Md Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. CoRR (2022)
Shahriar Sobhan, Timothy Williams, Md Jobair Hossain Faruk, Juan Rodriguez, Masrura Tasnim, Edwin Mathew, Jack Wright, Hossain Shahriar
A Review of Dark Web: Trends and Future Directions. COMPSAC (2022)
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 (2022)
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)
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)
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. Big Data (2022)
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 (2022)
Md Jobair Hossain Faruk, Mohammad Masum, Hossain Shahriar, Kai Qian, Dan Lo
Authentic Learning of Machine Learning to Ransomware Detection and Prevention. COMPSAC (2022)
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 (2022)
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 (2022)
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)
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 (2022)
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)
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 (2022)
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. Big Data (2022)
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael Whitman, Alfredo Cuzzocrea, Dan C. Lo, Akond Rahman, Fan Wu
Malware Detection and Prevention using Artificial Intelligence Techniques. IEEE BigData (2021)
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Rahman
Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. ICDH (2021)
Md Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. COMPSAC (2021)
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)
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)
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)