Qakbot, a multi-faceted botnet, continues to pose a significant threat to organizations worldwide. Its ability to steal sensitive data, deploy ransomware, and disrupt critical operations necessitates robust detection and analysis methods. This paper reviews the current state of the art in Qakbot analysis, examining existing techniques, their limitations, and promising avenues ...