Quantum-Resilient Banking Transaction Security using DW-HKEM: A Hybrid RSA/ML-KEM Cryptographic Gateway with Real-Time

πŸ“… 2026-07-20
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πŸ€– AI Summary
This work addresses the β€œharvest now, decrypt later” (HNDL) threat posed by quantum computing to RSA-based encryption by proposing a dual-wrapped hybrid key encapsulation mechanism (DW-HKEM). The scheme uniquely integrates classical RSA-256 with the post-quantum secure ML-KEM-768, leveraging SHA-256 to derive a composite key that protects AES-256 session keys. Designed to ensure both classical and quantum-era security, DW-HKEM maintains compatibility with existing financial infrastructure and is accompanied by CryptoX, a real-time cryptographic analytics dashboard. Empirical evaluation demonstrates an average additional latency of only 1.58 ms, confirming its enterprise-grade performance, scalability, and seamless migration potential, thereby offering the banking sector a practical quantum-resistant encryption gateway solution.
πŸ“ Abstract
The increasing number of online banking and financial services on public-facing networks has caused security of cryptographic protocols to become a serious, systemic problem. RSA-2048 is the key length that is used in the majority of transactions that travel over the Internet every day. A very insidious threat vector, the Harvest Now, Decrypt Later (HNDL) paradigm, is already in existence with the adversarial nation-state actors and well-funded threat actors. The exposure window is not a time in the future it is the NOW moment! Quantum computation is a certain threat to the current public-key cryptographic infrastructure, and one that is moving ever closer. In this paper, the authors take up both of these challenges, designing, implementing and testing an integrated system based on a Dual-Wrap Hybrid Key Encapsulation Mechanism (DW-HKEM) and a live cryptographic analytics dashboard. Both the RSA-256 and ML-KEM-768 are hosted within the DW-HKEM framework and an AES-256 session key is wrapped in each of them, with a composite key created using a Key Derivation Function based on SHA-256, resulting in combinatorial security against classical and quantum adversaries and backwards compatibility with existing banking systems. The CryptoX real-time dashboard offers time tracking for each operation, session-level analytics and visualization of performance trends for immediate use in enterprise banking security operations. The results from empirical benchmarking across 100 independent iterations show a total overhead of about 1.58ms, which is well within the enterprise deployment threshold, proving the architecture viable as a practical, scalable reference for the financial-sector's cryptographic infrastructure and applications to move to a post-quantum era. We also provide complete source code of the work carried out.
Problem

Research questions and friction points this paper is trying to address.

quantum threat
Harvest Now Decrypt Later
banking transaction security
post-quantum cryptography
cryptographic infrastructure
Innovation

Methods, ideas, or system contributions that make the work stand out.

DW-HKEM
Hybrid Cryptography
Post-Quantum Security
ML-KEM
Real-Time Crypto Analytics
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S
Siddhaarth S Prabhu
School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore 632014, India; Centre For Artificial Intelligence Research (C-FAIR), Vellore Institute of Technology, Vellore 632014, India
Aswani Kumar Cherukuri
Aswani Kumar Cherukuri
Vellore Institute of Technology, Vellore
Quantum ComputingInformation SecurityMachine Learning