Malware removal: Iframe injected javascript

My Joomla! website is infected by an iframe injected malware, according to Sucuri SiteCheck:

To remove the malware, does it suffice to remove the infected file site/media/system/js/caption.js? Or should I, and how to, further investigate the all the other files?

Thank you in advance for your help.