Recovering stolen ETH can be extremely difficult due to the decentralized nature of cryptocurrencies. In most cases, once a transaction has been confirmed on the blockchain, it cannot be reversed or refunded. It is crucial to take preventative measures against scams by researching projects thoroughly before investing.