This document presents a research article proposing techniques to eliminate unauthorized and fraudulent ATM transactions through the use of image processing and thumbprint recognition. It suggests attaching a thumbreader to ATMs to compare left-thumb impressions with those embedded on magnetic stripe cards, enhancing security beyond current magnetic stripe technology. The proposed advancements aim to significantly reduce ATM fraud while maintaining reliance on existing technologies.