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International Conference on Computing for Sustainable Global Development

Quantum Leap in Financial Security: Hybrid Cryptography Approach

Uma Pratap Madje, Arati Sameer Nimgaonkar, Lakhichand Khushal Patil, Vilas T. Mahajan

Published Apr 8, 2026• 0 citations
Publisher

Abstract

Many traditional encryption techniques commonly used in financial systems face serious threats from the rapid development of quantum computing. Quantum attacks based on Shor's and Grover's algorithm are effective against the RSA, and ECC methods that secure online banking, digital payments, and interbank communications. To mitigate on this increasing risk, this paper suggests hybrid cryptographic architecture based on symmetric encryption, post-quantum cryptography (PQC), and quantum key distribution (QKD) for secure financial transactions. The Quantum-resistant security significance comes because the financial models produce massive data sets for fraud detection and predictive risk. Not only does it offer the previously unreachable computational capabilities, but also utilizes the potentials of large-scale financial data analytics to make the decision-making process fast and well informed, and in this light, the present research recommends a hybrid cryptographic approach with an integrated security framework for the financial sector that combines symmetric encryption, post-quantum cryptography (PQC), and quantum key distribution (QKD). The proposed structure relies on (1) the quantum-resistance of PQC for resilience and authentication, (2) the information-theoretic security of QKD for key establishment, and (3) the efficacy of symmetric cryptography for protecting high-throughput transactions. The framework covers the short-term practical limitations and long-term quantum risks based on the combined use of quantum and conventional security primitives. This paper points out the role and transformation of digital financial ecosystem in the quantum era by elaborating challenges, opportunities and future of quantum cryptography in the banking industry.

DOI
10.23919/indiacom70271.2026.11526302

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Many traditional encryption techniques commonly used in financial systems face serious threats from the rapid development of quantum computing. Quantum attacks based on Shor's and Grover's algorithm are effective against the RSA, and ECC methods that secure online banking, digital payments, and interbank communications. To mitigate on this increasing risk, this paper suggests hybrid cryptographic architecture based on symmetric encryption, post-quantum cryptography (PQC), and quantum key distribution (QKD) for secure financial transactions. The Quantum-resistant security significance comes because the financial models produce massive data sets for fraud detection and predictive risk. Not only does it offer the previously unreachable computational capabilities, but also utilizes the potentials of large-scale financial data analytics to make the decision-making process fast and well informed, and in this light, the present research recommends a hybrid cryptographic approach with an integrated security framework for the financial sector that combines symmetric encryption, post-quantum cryptography (PQC), and quantum key distribution (QKD). The proposed structure relies on (1) the quantum-resistance of PQC for resilience and authentication, (2) the information-theoretic security of QKD for key establishment, and (3) the efficacy of symmetric cryptography for protecting high-throughput transactions. The framework covers the short-term practical limitations and long-term quantum risks based on the combined use of quantum and conventional security primitives. This paper points out the role and transformation of digital financial ecosystem in the quantum era by elaborating challenges, opportunities and future of quantum cryptography in the banking industry.
The rise of quantum computing poses significant threats to traditional cryptographic methods currently securing financial transactions. Quantum algorithms, such as Shor’s and Grover’s, have the potential to break widely used encryption systems like RSA and ECC, making financial data vulnerable to exploitation. This research explores the development and application of quantum cryptographic algorithms designed to secure financial transactions in the quantum computing era. Focusing on techniques such as Quantum Key Distribution (QKD), lattice-based cryptography, and hash-based signatures, the study examines how these methods can ensure the confidentiality and integrity of financial data. Practical applications, including quantum-safe payment gateways and blockchain integration, are analyzed to provide a comprehensive understanding of how financial systems can transition to quantum-resistant cryptography. Furthermore, challenges such as scalability, high implementation costs, and regulatory considerations are discussed. The paper highlights the urgent need for financial institutions to begin adopting quantum-resistant cryptography to safeguard future financial transactions.
The exponential growth of digital finance—encompassing online banking, digital assets, decentralized finance (DeFi), and algorithmic trading—has intensified the need for robust cybersecurity frameworks. However, the rise of quantum computing presents a dual challenge: while it enables revolutionary advances in data analytics and optimization, it simultaneously threatens the cryptographic foundations of contemporary financial systems. This research explores the emerging field of quantum cybersecurity and its implications for safeguarding financial infrastructures in the post-quantum era. Traditional encryption methods such as RSA, ECC, and Diffie–Hellman key exchange are vulnerable to quantum attacks, particularly through Shor’s algorithm and Grover’s search algorithm, which can efficiently break asymmetric and symmetric cryptographic schemes. The study evaluates quantum-resistant cryptographic protocols—including lattice-based, hash-based, and multivariate polynomial encryption—as viable solutions for ensuring financial data integrity, transaction confidentiality, and regulatory compliance in quantum-vulnerable environments. Furthermore, it investigates Quantum Key Distribution (QKD) and Quantum Random Number Generation (QRNG) as hardware-assisted techniques for achieving unconditional security in financial communications and transaction authentication. By integrating quantum cryptography, hybrid encryption, and AI-driven threat modeling, this work outlines a roadmap for financial institutions transitioning toward quantum-secure infrastructures. The findings demonstrate that quantum cybersecurity is not merely a defensive measure but a transformative enabler for resilient digital finance, aligning with global efforts to achieve technological sovereignty, financial stability, and sustainable innovation in the era of quantum computing.
The rapid evolution of quantum computing presents a new age of paradigm shift in cybersecurity and particularly to financial institutions, which heavily rely on the use of encryption to keep their sensitive data confidential. The traditional cryptographic designs, such as RSA and ECC, are becoming more vulnerable to quantum attacks, which also include a requirement to design quantum-resistant cryptographic designs. This paper discusses quantum resistant cryptography systems to be implemented into the future of the financial cybersecurity setting, potential applications of cryptosecurity to finances, data protection systems, digital transactions security, and encryption and authentication systems. We suggest a hybrid cryptography system which is a combination of lattice-based encryption, hash-based signatures, post-quantum key exchange systems to enable it to be more resilient to quantum attacks. It also has risk-aware authentication and multi-layered encryption solutions which are integrated into the framework based on the requirement of financial institutions in its operation. To test the framework, we modeled the digital transaction case through the application of representative financial data and quantified the key performance indicators to include encryption/decryption time, the transaction time, and the resistance to attacks. The results confirm the fact that the security measures have considerably increased and the quantum-resilient protocols possess the same stage of computing power as a classical system and decrease risks stemming out of quantum-enabled adversary. The quantitative findings have shown that the likelihood of possible breaches is now minimized by 78 percent, confidentiality of transactions is enhanced, and dependability of authentication with different threat models. The work provides a feasibility guide on the application of quantum resistant protocols in financial systems that could be utilized to provide scalability with regard to securing of digital transactions and risk management. The findings emphasize the need to deploy quantum-resilient cryptography by financial institutions, which would experience sustainable cybersecurity in the new age of quantum computing.
The advent of quantum supremacy, defined as the point at which quantum computers outperform classical systems in solving computational problems, represents a paradigm shift with profound implications for the field of cryptography, particularly in the context of secure financial transactions. Classical cryptographic techniques, such as public-key encryption systems that rely on the computational hardness of problems like integer factorization and discrete logarithms, are foundational to modern financial security architectures. However, the accelerated computational capabilities of quantum systems, driven by Shor’s and Grover’s algorithms, render these traditional cryptographic methods vulnerable to compromise. This paper delves into the potential impact of quantum computing on cryptographic frameworks, emphasizing its disruptive influence on secure communication protocols, authentication systems, and transaction mechanisms within digital financial ecosystems. A comprehensive analysis of quantum-resistant cryptographic algorithms, collectively termed post-quantum cryptography (PQC), is presented as a critical countermeasure to these emerging threats. The paper explores lattice-based cryptography, hash-based signatures, code-based encryption, multivariate polynomial cryptography, and isogeny-based cryptographic schemes, evaluating their robustness against quantum adversaries. Through a rigorous examination of these algorithms’ theoretical foundations and practical implementations, the study identifies strengths, limitations, and potential deployment challenges. Special attention is devoted to the trade-offs between computational efficiency, security guarantees, and scalability, which are critical considerations for the widespread adoption of PQC in financial systems. Additionally, the study highlights the transitional challenges posed by integrating post-quantum cryptographic methods into existing infrastructures. Financial institutions, reliant on legacy systems and global interoperability standards, face significant hurdles in adopting quantum-resilient solutions. These include the need for standardized cryptographic protocols, cross-platform compatibility, and resistance to side-channel attacks. The research underscores the urgency of proactive measures to safeguard critical financial systems, including the development of hybrid cryptographic models that incorporate both classical and post-quantum techniques during the transition phase. Furthermore, the role of regulatory frameworks in mandating the adoption of quantum-safe protocols is examined, along with the potential for collaborative efforts among governments, financial institutions, and cryptographic researchers to ensure a coordinated response to the quantum threat landscape. The implications of quantum supremacy extend beyond technical considerations, affecting the trust and stability of global financial systems. This paper provides strategic recommendations for mitigating risks, including the prioritization of research into quantum-resistant algorithms, the establishment of testing environments for post-quantum solutions, and investment in the development of quantum-secure hardware. By leveraging these strategies, financial ecosystems can enhance their resilience against quantum-induced vulnerabilities. The discussion is substantiated with case studies and simulations that evaluate the performance of post-quantum algorithms in real-world financial contexts, illustrating their effectiveness in securing digital transactions against quantum attacks. By bridging the gap between theoretical advancements and practical implementations, this paper contributes to the ongoing discourse on the future of cryptography in the quantum era. Ultimately, the research aims to provide a comprehensive roadmap for securing digital financial ecosystems against the disruptive potential of quantum computing, ensuring the continued reliability and integrity of secure financial transactions in the face of emerging technological challenges.
Abstract : The financial sector faces escalating cybersecurity threats, exacerbated by the potential emergence of quantum computers capable of compromising widely used classical cryptographic methods. The paper includes an AI-enhanced general review on the use of quantum cryptography to secure financial transactions. Using machine learning methods to assess the principles, potential, and constraints to Quantum Key Distribution (QKD) and PostQuantum Cryptography (PQC), the review is an improvement of the existing view of the current state of quantumsafe technologies. The opportunities and challenges in adopting these technologies in the key financial services, such as banking, digital payments, and blockchain, are analyzed. It has been identified that a hybrid approach that utilizes both QKD to perform secure key exchange and PQC to protect data over the long term can be considered an effective strategy. The review ends by identifying the main future research opportunities and the necessity of standardized, cost-efficient, and scalable quantum security solutions, guided by AI-informed insights, to protect the financial sector against future quantum attacks.
To the extent that quantum computing poses a threat to digital security systems, it is largely due to its impact on cryptographic algorithms like RSA and ECC, which are the building blocks of most existing infrastructure important to the global finance industry. The greatest risk is associated with micro transactions, which entail handling large volumes of transactions at unprecedented rates. The transactions are of very low monetary value, so the system should be capable of processing them in real time, with no latency and minimal or no cryptographic overhead. The paper suggests a mixed-method system based on post-quantum cryptography (PQC) and quantum key distribution (QKD) to ensure the security of micro transactions and the efficiency and scalability of the system. The study of the threat posed by classical systems and the Development of a hybrid cryptographic model tailored to the financial micro transaction ecosystem are the main objectives of this study. Simulation and qualitative evaluation of the model are provided to test its performance. The results indicate that the layered quantum-secure model is the most desirable for contemporary cyber threats and potential quantum threats, and hence for a quantum-secure foundation of digital banking ecosystems.