Author

A. Cherukuri

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Jul 2026

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

An integrated system based on a Dual-Wrap Hybrid Key Encapsulation Mechanism and a live cryptographic analytics dashboard, 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.

S. Prabhu, A. Cherukuri · arXiv.org · 0 citations

Jul 2026

Novel Quantum-Classical Hybrid Circuits for Adaptive Hardware-Based Machine Learning

Next-generation HQCNN architectures, including DMERA, HEA–QCNN, and (bQCNN) designs, significantly optimized for NISQ hardware are presented, establishing a scalable, parameter-efficient framework for high-performance hybrid quantum-classical ML on near-term devices.

Shyam R. Sihare, A. Cherukuri · SN Computer Science · 0 citations

Jul 2026

Adversarial Defense and Detection Framework for Encrypted Network Traffic Classification

This paper proposes an adversarial defense and detection framework with a hybrid architecture to effectively defend encrypted traffic classifiers against sophisticated adversarial attacks.

Reshma Ramanathan, Mahima Mageshbabu, A. Cherukuri · Concurrency and Computation · 0 citations