wouldn't the processing power be too insignificant to prevent counterfeiting and keep the crypto-currency secure...
A whole, cheaply-aquired farm of mobile devices would provide significant processing power. Every hash supports the network, no matter the source.
Even if one hobbyist only supports the network with one Raspberry Pi node, she is still making the network stronger. She is still creating another point that would have to be comprised in order to control the network.