During January 2025, Hy Lee updated the DataFreeShield citation asset for the AIS-SNU/AIS-lab-website repository, focusing on improving citation accuracy and branding consistency. Hy replaced the citation thumbnail from a PDF to a PNG image, updating the sources.yaml metadata to reference the new asset and ensuring correct rendering across all citation listings. The work involved image asset management, YAML configuration, and Git-based version control, with changes validated through the asset pipeline and site views. While the scope was limited to a single feature, the update enhanced user trust by ensuring reliable citation display and maintaining documentation standards without introducing bugs.