When I try to insert record with field that has type CIDR or INET, phpPgAdmin doesn quote my network address. And when I try to enclose that address into single quotes, it adds backslashes before these quotes.

And the same happens when I try to delete such record: it users CIDR address without single quotes and PostgreSQL shows the error message.