Right now, Firefox is the only browser to support DNS over HTTPS:
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In Firefox, go to Preferences
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In the General section, scroll down to Network Settings and click the Settings… button
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Scroll down and check Enable DNS over HTTPS
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In the Use Provider drop-down, select Custom
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Enter the following URL in the Custom field:
https://dns.<your-domain>/dns-query
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Click OK to save your changes.