Research Publication
Detecting Evasive PDF Malware: A Comparative Analysis of Advanced Machine Learning Approaches
(Accepted for IEEE QPAIN 2025 and possible inclusion in IEEE Xplore Digital Library, and indexed by Scopus and other indexing services.) Abstract—Portable Document Format (PDF) files remain a prevalent vector for…
Deep Learning-Based Rice Leaf Disease Classification: A Comparative Study of VGG16 and ResNet50 with Progressive Fine-Tuning Strategies
(Accepted for IEEE QPAIN 2025 and possible inclusion in IEEE Xplore Digital Library, and indexed by Scopus and other indexing services.) Abstract—Rice, a staple food for over half the global population,…
Attention-Driven Network Intrusion Detection: Merging Sequential Intelligence with Deep Learning
(Research paper submitted to the International Conference on Big Data, IoT, and Machine Learning) Abstract: As the field of cybersecurity…
Convolutional Spatio-Temporal Attention for Alzheimer’s Disease Classification Using Brain MRI
(Research paper submitted to the International Conference on Big Data, IoT, and Machine Learning) Abstract: Alzheimer’s disease (AD) is a…
Enhanced Classification of Brain Tumors from MRI Scans using a Hybrid CNN-Transformer ModelData Engineering
(Accepted for IEEE QPAIN 2025 and possible inclusion in IEEE Xplore Digital Library, and indexed by Scopus and other indexing services.) Abstract—The study of brain tumors creates a paradox in neuro-oncology,…