Right-click the file and select Properties (Windows) or Get Info (Mac) to see the "Origin" or "Where from" URL to confirm its source.

Advanced malware can hide malicious code within legitimate image data, though this is rare for casual users.

While usually benign, generic filenames can occasionally be used to mask malicious intent: