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A robust Know Your Customer (KYC) solution is paramount for financial institutions to mitigate risks associated with fraud and identity theft. Integrating face recognition technology alongside liveness detection significantly enhances the security of KYC processes. Face recognition enables accurate identification KYC solution by comparing submitted