Projects
Current Research Projects
- Deep Learning-Based Malware Detection Using SOMLAP and UGRansom Datasets with Explainable AI
- Efficient Phishing Website Detection Using LLMs Enhanced with RAG and QLoRA
FL based Intrusion Detection System
- Technologies/Tools: Python, Tensorflow, Keras, Flower
- Github URL: Project
- Implemented a Federated Learning-based Intrusion Detection System using Flower and TensorFlow applying FedAvg aggregation.
Heart Disease Prediction System
- Technologies/Tools: SKLearn, Pandas, Numpy, Keras
- Github URL: Project
- Developed a data-driven heart disease prediction model comparing multiple Machine Learning algorithms to accurately classify patients based on clinical parameters.