Fake rice does not exist. It's a persistent rumour aided and abetted by social media in Asia ("Rice from XYZ in China is made from plastic, forward this message to everyone you love!" is the text of one message I received).
You will not find anyone who actually ate any of this mythical rice. Just friends of friends of cousins.
http://www.snopes.com/plastic-rice-from-china/