71 citations
8 papers
Advancements and Challenges in Quantum Machine Learning for Medical Image Classification: A Comprehensive Review
Md Farhan Shahriyar, Gazi Tanbhir
Quantum technologies are rapidly advancing as image classification tasks grow more complex due to large image volumes and extensive parameter updates required by traditional machin…
Enhancing Network Security: A Hybrid Approach for Detection and Mitigation of Distributed Denial-of-Service Attacks Using Machine Learning
Nizo Jaman Shohan, Gazi Tanbhir, Faria Elahi +2
The distributed denial-of-service (DDoS) attack stands out as a highly formidable cyber threat, representing an advanced form of the denial-of-service (DoS) attack. A DDoS attack i…
Quantum-Inspired Privacy-Preserving Federated Learning Framework for Secure Dementia Classification
Gazi Tanbhir, Md. Farhan Shahriyar
Dementia, a neurological disorder impacting millions globally, presents significant challenges in diagnosis and patient care. With the rise of privacy concerns and security threats…
PhishVQC: Optimizing Phishing URL Detection with Correlation Based Feature Selection and Variational Quantum Classifier
Md. Farhan Shahriyar, Gazi Tanbhir, Abdullah Md Raihan Chy +2
Phishing URL detection is crucial in cybersecurity as malicious websites disguise themselves to steal sensitive infor mation. Traditional machine learning techniques struggle to pe…
Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN
Gazi Tanbhir, Md. Farhan Shahriyar, Khandker Shahed +2
Smishing is a social engineering attack using SMS containing malicious content to deceive individuals into disclosing sensitive information or transferring money to cybercriminals.…
Gamma irradiated nanostructured NiFe2O4: Effect of gamma-photon on morphological, structural, optical and magnetic properties
Sapan Kumar Sen, Majibul Haque Babu, Tapash Chandra Paul +8
The current manuscript highlights the preparation of NiFe2O4 nanoparticles by adopting sol-gel auto combustion route. The prime focus of this study is to investigate the impact of…