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I've had this issue before. When running WordPress (or other PHP scripts) behind Amazon's EC2 Load Balancer, the scripts do not realize they are being ran on the https:// protocol and results in issues such as endless redirect loops, and HTTPS warnings ("Some content on this page is being requested in a non-secure way...").

Is there a way to fix this without modifying WordPress core? I am using Apache 2.2.

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According to me, what's happening is that when your page is accessed over HTTPS, the Load balancer performs SSL offloading and requests your content on the non-SSL port 80. The webserver and php don't translate that content is being accessed over https://

The easiest fix for this issue is to have your Amazon's ELB send a de-fanto X-Forwarded-Proto HTTP header, which can be later used to figure out which protocol is being used by the client.

For Apache2, you can use the following command line:

<IfModule mod_setenvif.c>

  SetEnvIf X-Forwarded-Proto "^https$" HTTPS

</IfModule>

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