Double-spend attacks pose a significant threat to the integrity of the Bitcoin network. These attacks exploit the inherent vulnerability of spending the same bitcoin twice, possibly disrupting transactions and undermining trust in the system. Fortunately, Bitcoin's architecture incorporates several