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         lending practices. Traditional banks, as well as fintech  stored on the blockchain, further streamline processes by
         lenders, have adopted advanced algorithms and machine  automating contract execution when predefined conditions
         learning models to assess creditworthiness more efficiently.  are met. This technology facilitates automatic payments,
         This has led to the rise of alternative credit scoring, where  improves contract transparency, and reduces the reliance
         factors beyond traditional credit histories, such as utility bill  on intermediaries. Additionally, blockchain-based digital
         payments, social media behaviour, and transaction data, are  identities are being explored to provide users with a secure
         considered for evaluating creditworthiness.          and verifiable identity, reducing the risk of identity theft and
                                                              improving Know Your Customer (KYC) processes.
         Furthermore, peer-to-peer (P2P) lending platforms have
         gained popularity as an alternative source of credit for  Quantum Computing and Cryptography
         individuals and small businesses. P2P lending connects
         borrowers  directly with individual lenders, bypassing  As banks face the challenge of ensuring robust cybersecurity,
         traditional banking intermediaries. These platforms facilitate  the  advent  of  quantum  computing  presents  both
                                                              opportunities and threats. Quantum computing's immense
         financial inclusion by providing credit access to borrowers
         who may not meet the stringent criteria of traditional  computational power has the potential to break current
                                                              cryptographic algorithms that underpin digital security.
         banks.

         However, the increased reliance on digital lending has also  To address this concern, banks are exploring quantum-safe
         raised concerns about responsible lending practices and  cryptographic solutions that can withstand quantum attacks.
         consumer  protection.  The  RBI  and  other  regulatory  These post-quantum cryptographic algorithms aim  to
         authorities are closely monitoring the sector to ensure fair  protect  sensitive  data  even  in  the  face  of  quantum
         practices and prevent instances of predatory lending.  computing capabilities.

         Green Banking and Sustainable Finance                Additionally, quantum computing holds promise for various
                                                              banking  applications,  such  as  optimizing  portfolio
         With growing concerns about climate change, there is an  management, pricing complex financial derivatives, and
         increasing focus on sustainable finance and green banking
                                                              improving fraud detection algorithms. Quantum computing
         practices in India. Banks are incorporating environmental,
                                                              could lead to a range of applications such as analysing large
         social, and governance (ESG) criteria into their lending  areas  of  heterogenous data to make financial predictions
         decisions and investment portfolios. The issuance of green  and understand economic phenomena, analysis of financial
         bonds and financing renewable energy projects are some
         of  the  initiatives undertaken to  promote  sustainable  markets, and the management of asset allocation and risk
         development.                                         management. As quantum computing technology advances,
                                                              banks will need to stay at the forefront of research and
         Blockchain Applications in Banking                   development to leverage its potential benefits.
         Blockchain technology has gained significant attention in the
         banking sector due to its potential to enhance security,  Biometric Authentication and Security
         transparency,  and  efficiency in financial  transactions.  Biometric authentication is becoming increasingly prevalent
         Blockchain is a decentralized and distributed ledger that  in banking, providing a secure and convenient method for
         records transactions  across  a network  of computers,  customer  verification.  Fingerprint  recognition,  facial
         ensuring immutability and reducing the risk of fraud and  recognition, and iris scanning are being used to replace
         data manipulation.                                   traditional passwords and PINs, enhancing the security of
                                                              digital transactions.
         In the context of banking, blockchain is being explored for
         various applications, including cross-border payments, trade  Biometric authentication not only minimizes the risk of
         finance,  and  identity  management.  Blockchain-based  unauthorized access but also prevents identity theft and
         platforms offer real-time settlement and remove the need  phishing attacks. As biometric technologies become more
         for  intermediaries,  reducing  transaction  costs  and  sophisticated and widely adopted, they will play a pivotal
         settlement times. Smart contracts, a self-executing code  role in ensuring a frictionless and secure banking experience.


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