Bitcoin has largely escaped government oversight, but regulators are examining whether other widely traded cryptocurrencies should be regulated as securities, according to people familiar with the matter.

The inquiry includes a focus on ether, representing a significant threat to virtual currencies, which so far haven’t been drawn into a regulatory crackdown on potential fraud in the market for the assets. Until now, regulators hadn’t questioned whether rules designed for stocks should apply to virtual currencies such as ether,...