Atomic swaps are significant because they enable decentralized, cross-chain exchanges, allowing cryptocurrencies from different blockchain networks to be exchanged directly between parties. This eliminates the need for a centralized intermediary, reducing the risk of hacks, fraud, and other security issues associated with traditional exchanges. Atomic swaps also empower users with greater control over their transactions and funds.