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.

Investigated methods to detect anonymous networking behaviors in cryptocurrency transactions to enhance network security.

Developed a novel graphical authentication method to prevent shoulder-surfing attacks using digraph substitution rules and shifting conditions during Master's research at the University of Malaya.

Conducted a systematic mapping study on tools for identifying emotions and personality traits while serving as a Research Assistant at the University of Malaya.

Designed a network security system using IP Tables during undergraduate studies at The Millennium University, Bangladesh.