I have contributed to various research and development projects throughout my academic and professional career. Below is a list of selected projects showcasing my expertise and interests:
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Anomaly Detection in 5G/6G Networks
Conducted research as a Graduate Research Assistant at the University of Colorado Colorado Springs, focusing on anomaly detection using Variational Autoencoders (VAE) and addressing fake base station threats. -
Anonymous Networking Detection in Cryptocurrency
Investigated methods to detect anonymous networking behaviors in cryptocurrency transactions to enhance network security. -
Graphical Authentication Techniques
Developed a novel graphical authentication method to prevent shoulder-surfing attacks using digraph substitution rules and shifting conditions as part of my Master’s research at the University of Malaya. -
Systematic Mapping Study
Conducted a systematic mapping study on tools to identify emotions and personality traits during my tenure as a Research Assistant at the University of Malaya. -
Network Security System Design
Designed a network security system using IP Tables during my undergraduate studies at The Millennium University, Bangladesh.