II. Or simply because the network is not yet fully decentralized.
It has nothing to do with the decentralization.
Teraboy is right that this has nothing to do with chain decentralization. These things are happening because you are using a non-custodial wallet that can receive any type of token. These scam token creators can view your address with the use of scanners or explorers so they can easily drop it to your wallet.