ZK Rollups use Zero-Knowledge Proofs to validate transactions, while Optimistic Rollups rely on a challenge period for fraud detection. Both types of rollups significantly reduce transaction costs and increase transaction throughput, while maintaining the security of the Ethereum mainnet.