102 citations · 213 across the 10 of their papers we have counts for
10 papers
Fusion-Augmented Large Language Models: Boosting Diagnostic Trustworthiness via Model Consensus
Md Kamrul Siam, Md Jobair Hossain Faruk, Jerry Q. Cheng +1
This study presents a novel multi-model fusion framework leveraging two state-of-the-art large language models (LLMs), ChatGPT and Claude, to enhance the reliability of chest X-ray…
Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection
Md Abdur Rahman, Fan Wu, Alfredo Cuzzocrea +1
Large language models (LLMs) are becoming a popular tool as they have significantly advanced in their capability to tackle a wide range of language-based tasks. However, LLMs appli…
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 +5
The software supply chain (SSC) attack has become one of the crucial issues that are being increased rapidly with the advancement of the software development domain. In general, SS…
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection
Mohammad Masum, Hossain Shahriar, Hisham Haddad +6
Traditional network intrusion detection approaches encounter feasibility and sustainability issues to combat modern, sophisticated, and unpredictable security attacks. Deep neural…
Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework
Jiyoun Randolph, Md Jobair Hossain Faruk, Hossain Shahriar +4
In teleradiology, medical images are transmitted to offsite radiologists for interpretation and the dictation report is sent back to the original site to aid timely diagnosis and p…
Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform
Ryan Shivers, Mohammad Ashiqur Rahman, Md Jobair Hossain Faruk +3
Ride-hailing and ride-sharing applications have recently gained popularity as a convenient alternative to traditional modes of travel. Current research into autonomous vehicles is…
Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study
Md Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar +3
Software Engineering is the process of a systematic, disciplined, quantifiable approach that has significant impact on large-scale and complex software development. Scores of well-…
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness
Md Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
In this study, we illustrate the progress of BCI research and present scores of unveiled contemporary approaches. First, we explore a decoding natural speech approach that is desig…
Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go?
Mohammad Masum, Mohammad Nazim, Md Jobair Hossain Faruk +8
Quantum Computing (QC) has gained immense popularity as a potential solution to deal with the ever-increasing size of data and associated challenges leveraging the concept of quant…
Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools
Paramita Basak Upama, Md Jobair Hossain Faruk, Mohammad Nazim +6
Quantum Computing (QC) refers to an emerging paradigm that inherits and builds with the concepts and phenomena of Quantum Mechanic (QM) with the significant potential to unlock a r…