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 013 (IEEE BigData, 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 013 (IEEE BigData, 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 (IEEE BigData, 2021)

An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. - Md. Jobair Hossain Faruk; Maria Valero; Hossain Shahriar (COMPSAC, 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 (ICDH, 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 (SIN, 2021)

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 (BCCA, 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 013; Alfredo Cuzzocrea (IEEE 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 001; Michael E. Whitman; Alfredo Cuzzocrea; Fan Wu 013; Victor Clincy (IEEE Big Data, 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 013; Alfredo Cuzzocrea (IEEE Big Data, 2022)

Ransomware Classification and Detection With Machine Learning Algorithms. - Mohammad Masum; Md. Jobair Hossain Faruk; Hossain Shahriar; Kai Qian; Dan Lo 001; Muhaiminul Islam Adnan (CCWC, 2022)

Authentic Learning of Machine Learning to Ransomware Detection and Prevention. - Md. Jobair Hossain Faruk; Mohammad Masum; Hossain Shahriar; Kai Qian; Dan Lo 001 (COMPSAC, 2022)

Leveraging Healthcare API to transform Interoperability: API Security and Privacy. - Md. Jobair Hossain Faruk; Arleen Joy Patinga; Lorna Migiro; Hossain Shahriar; Sweta Sneha (COMPSAC, 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 001; Shabir Barzanjeh; Erhan Saglamyurek; Akond Rahman; Sheikh Iqbal Ahamed (COMPSAC, 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 013 (COMPSAC, 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 024; Nazmus Sakib (COMPSAC, 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 (COMPSAC, 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 001; Shabir Barzanjeh; Sheikh Iqbal Ahamed; Akond Rahman (COMPSAC, 2022)

A Review of Quantum Cybersecurity: Threats, Risks and Opportunities. - Md. Jobair Hossain Faruk; Sharaban Tahora; Masrura Tasnim; Hossain Shahriar; Nazmus Sakib (ICAIC, 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 (ICHI, 2022)

Investigating Novel Approaches to Defend Software Supply Chain Attacks. - Md. Jobair Hossain Faruk; Masrura Tasnim; Hossain Shahriar; Maria Valero; Akond Rahman; Fan Wu 013 (ISSRE Workshops, 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 009; Masrura Tasnim (SERA, 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 013; Md. Zakirul Alam Bhuiyan (TrustCom, 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)

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 (IEEE Big Data, 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 (SDS, 2023)

Malware Classification and Detection using Quantum Neural Network (QNN). - Md. Jobair Hossain Faruk (SIGCSE (2), 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 (PEARC, 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 013; Alfredo Cuzzocrea (CoRR, 2023)

A Systematic Literature Review of Decentralized Applications in Web3: Identifying Challenges and Opportunities for Blockchain Developers. - Md. Jobair Hossain Faruk; Pratusha Raya; Md Kamrul Siam; Jerry Q. Cheng; Hossain Shahriar; Alfredo Cuzzocrea; Pablo García Bringas (IEEE Big Data, 2024)

Project-based Learning in Software Engineering Education: Integrating Blockchain-Oriented Repositories in SE Curriculum and Coursework. - Md. Jobair Hossain Faruk; Masrura Tasnim; Jerry Q. Cheng (SERA, 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., 2024)

Transforming online voting: a novel system utilizing blockchain and biometric verification for enhanced security, privacy, and transparency. - Md. Jobair Hossain Faruk; Fazlul Alam; Mazharul Islam; Akond Rahman (Clust. Comput., 2024)

White-box Fuzzing in the Wild: A Chaos Engineering Module for DevOps Security Education. - Md. Mostafizur Rahman; Md Bajlur Rashid; Abdul Barek; ABM Kamrul Islam Riad; Md. Abdur Rahman 003; Hossain Shahriar; Akond Rahman; Fan Wu 013; Guillermo Francia III; Md. Jobair Hossain Faruk; Sharaban Tahora (COMPSAC, 2025)

Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection. - Md. Abdur Rahman 003; Hossain Shahriar; Guillermo Francia; Fan Wu 013; Alfredo Cuzzocrea; Muhammad Rahman 006; Md. Jobair Hossain Faruk; Sheikh Iqbal Ahamed (COMPSAC, 2025)

Securing Decentralized Ecosystems: A Comprehensive Systematic Review of Blockchain Vulnerabilities, Attacks, and Countermeasures and Mitigation Strategies. - Md Kamrul Siam; Bilash Saha; Md. Golam Moula Mehedi Hasan; Md. Jobair Hossain Faruk; Nafisa Anjum; Sharaban Tahora; Aiasha Siddika; Hossain Shahriar (Future Internet, 2025)