In quantitative finance, cryptography is vital for ensuring the security and integrity of data and transactions that underpin algorithmic trading and financial modeling. Here’s how it plays a role: Data Integrity and Authenticity: Quantitative models rely on vast streams of real-time data. Cryptographic hash functions verify that data hasn't been altered during transmission, ensuring that the input for trading algorithms is both accurate and authentic. Secure Communication: Financial transaction