Frauds have sometimes been perpetrated in which fake Web sites masquerade as genuine sites - when you think you are connecting to the genuine site, for example your online bank, you are in fact diverted to a fraudulent one designed to look like it, and trick you into revealing your confidential details. This kind of fraud is called "phishing".
As a safeguard against this, you can view the certificate of the site you are connecting to.