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零知識證明和全同態加密是有前景的隱私解決方案,但它們面臨著真正的工程障礙。在ZK系統中,瓶頸在於證明者的效率——生成證明的計算量很大。同時,驗證成本需要保持具有競爭力。加密貨幣領域正積極通過遞歸證明方法和硬體加速突破來解決這些問題。FHE則面臨自己的挑戰:隨著密文中噪聲的積累,加密計算變得越來越慢,加密密鑰的安全管理在大規模運用中仍然很棘手。這兩項技術都在快速成熟,但在主流應用成為現實之前,破解這些效率問題至關重要。