Not just Chase. I have received e-mails purportedly from Barclays Bank, Citibank etc (I don't have accounts with them). I automatically click on the "Spam Mail" buttons.
The best thing to do is: NEVER reply to e-mail solicitations.
I only telephone the local branch of my bank or walk to the bank branch for help.