<…> On the off chance that there isn't a little lock icon demonstrating security close to the URL bar and no "https" in the site address, please reconsider.<…>
You need to carefully check the URL
regardless of whether there is a padlock symbol or not. In the "old days", the absence of the padlock may have been an indicative of something, but nowadays it pretty trivial to aquire SSL at a very low cost, to the degree where its presence is not a guarantee of anything about the website you are accessing (save for the fact that the communication of the data is encrypted between your browser and the site, which is useless if the site is a phishing site).
PhishLabs, the data source behind the link in the OP, has an update report, and now places the mark at 68% for phishing sites using SSL (see
https://info.phishlabs.com/blog/apwg-two-thirds-phishing-sites-ssl-https). Although their data for some Quarters decreases in percentage, it’s fair to assume that SSL certificates is a non-trustworthy indicator on its own, and that the assumption needs to clearly be demystified.