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Cybersecurity Education Science Technique

METHODS FOR DYNAMIC OPTIMIZATION OF POST-QUANTUM DIGITAL SIGNATURES IN AUTHENTICATION PROTOCOLS FOR 6G ULTRA-DENSE NETWORKS

Юрій КУЧМА, Вячеслав ПОЛІНОВСЬКИЙ, Maksym Plakhtii

Published Jun 25, 2026• 1 citation
Publisher

Abstract

The development of sixth-generation (6G) networks, focused on ultra-dense access scenarios, ultra-low latency, and massive connectivity of heterogeneous devices, significantly increases the requirements for authentication mechanisms and cybersecurity. An additional risk factor is the projected progress in quantum computing, which challenges the long-term security of classical cryptographic algorithms and necessitates the integration of post-quantum digital signatures into telecommunication protocols. At the same time, existing approaches to implementing post-quantum cryptography in mobile networks are primarily based on static schemes and do not account for the dynamic operating conditions of 6G ultra-dense networks. This paper investigates the problem of constructing quantum-resistant and high-performance authentication protocols for 6G networks, considering fluctuating network parameters, device heterogeneity, and constraints on computational and energy resources. It is demonstrated that the static application of post-quantum digital signatures fails to provide the necessary balance between security levels and the efficiency of authentication procedures in ultra-dense access scenarios. To overcome these limitations, a generalized methodology for the dynamic optimization of post-quantum digital signatures in 6G authentication protocols is proposed. This methodology is based on the adaptive selection of cryptographic algorithms and their parameters depending on the current network state and the resource characteristics of authenticated nodes. The developed model formalizes a mechanism for dynamic signature selection, accounting for latency, computational costs, energy consumption, and quantum resistance levels, which allows for the formulation of formal optimality criteria for 6G networks. The integration of the proposed methods into the authentication protocol forms an adaptive cryptographic architecture capable of scaling under high connection density without compromising security. Experimental simulation results for ultra-dense access scenarios confirm that dynamic optimization reduces authentication latency and energy consumption compared to static post-quantum variants, justifying the feasibility of using adaptive protocols in 6G networks.

DOI
10.28925/2663-4023.2026.33.1125

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The development of sixth-generation (6G) networks, focused on ultra-dense access scenarios, ultra-low latency, and massive connectivity of heterogeneous devices, significantly increases the requirements for authentication mechanisms and cybersecurity. An additional risk factor is the projected progress in quantum computing, which challenges the long-term security of classical cryptographic algorithms and necessitates the integration of post-quantum digital signatures into telecommunication protocols. At the same time, existing approaches to implementing post-quantum cryptography in mobile networks are primarily based on static schemes and do not account for the dynamic operating conditions of 6G ultra-dense networks. This paper investigates the problem of constructing quantum-resistant and high-performance authentication protocols for 6G networks, considering fluctuating network parameters, device heterogeneity, and constraints on computational and energy resources. It is demonstrated that the static application of post-quantum digital signatures fails to provide the necessary balance between security levels and the efficiency of authentication procedures in ultra-dense access scenarios. To overcome these limitations, a generalized methodology for the dynamic optimization of post-quantum digital signatures in 6G authentication protocols is proposed. This methodology is based on the adaptive selection of cryptographic algorithms and their parameters depending on the current network state and the resource characteristics of authenticated nodes. The developed model formalizes a mechanism for dynamic signature selection, accounting for latency, computational costs, energy consumption, and quantum resistance levels, which allows for the formulation of formal optimality criteria for 6G networks. The integration of the proposed methods into the authentication protocol forms an adaptive cryptographic architecture capable of scaling under high connection density without compromising security. Experimental simulation results for ultra-dense access scenarios confirm that dynamic optimization reduces authentication latency and energy consumption compared to static post-quantum variants, justifying the feasibility of using adaptive protocols in 6G networks.
The development of sixth-generation (6G) networks, focused on ultra-dense access scenarios, ultra-low latency, and massive connectivity of heterogeneous devices, significantly increases the requirements for authentication mechanisms and cybersecurity. An additional risk factor is the projected progress in quantum computing, which challenges the long-term security of classical cryptographic algorithms and necessitates the integration of post-quantum digital signatures into telecommunication protocols. At the same time, existing approaches to implementing post-quantum cryptography in mobile networks are primarily based on static schemes and do not account for the dynamic operating conditions of 6G ultra-dense networks. This paper investigates the problem of constructing quantum-resistant and high-performance authentication protocols for 6G networks, considering fluctuating network parameters, device heterogeneity, and constraints on computational and energy resources. It is demonstrated that the static application of post-quantum digital signatures fails to provide the necessary balance between security levels and the efficiency of authentication procedures in ultra-dense access scenarios. To overcome these limitations, a generalized methodology for the dynamic optimization of post-quantum digital signatures in 6G authentication protocols is proposed. This methodology is based on the adaptive selection of cryptographic algorithms and their parameters depending on the current network state and the resource characteristics of authenticated nodes. The developed model formalizes a mechanism for dynamic signature selection, accounting for latency, computational costs, energy consumption, and quantum resistance levels, which allows for the formulation of formal optimality criteria for 6G networks. The integration of the proposed methods into the authentication protocol forms an adaptive cryptographic architecture capable of scaling under high connection density without compromising security. Experimental simulation results for ultra-dense access scenarios confirm that dynamic optimization reduces authentication latency and energy consumption compared to static post-quantum variants, justifying the feasibility of using adaptive protocols in 6G networks.
The evolution of 6G networks necessitates robust authentication and key agreement (AKA) protocols to counter emerging security challenges, particularly the threat posed by quantum computing. Existing 5G-AKA protocols remain vulnerable to user tracking, replay attacks, and false base station impersonation, while Elliptic Curve Cryptography (ECC) and RSA-based key exchanges face imminent obsolescence due to quantum attacks. This study examines the vulnerabilities of 5G-AKA and explores hybrid post-quantum cryptography (PQC) as a transitional security solution for 6G networks. We evaluate NIST-standardized PQC algorithms, focusing on their computational overhead, key size efficiency, and adaptability to heterogeneous network environments, including IoT and ultra-low latency applications. A comparative analysis of hybrid cryptographic schemes demonstrates that lattice-based (Kyber, Dilithium), hash-based (SPHINCS+), and code-based (BIKE, Classic McEliece) PQC techniques provide varying trade-offs between security, efficiency, and deployment feasibility. Furthermore, we propose a quantum-resistant 6G-AKA framework, integrating hybrid PQC, AI-driven trust mechanisms, and decentralized authentication to ensure scalability and interoperability. Experimental benchmarks highlight potential performance constraints, including latency in PQC-based key exchange and resource limitations in edge computing. Addressing these challenges requires the optimization of lightweight PQC implementations, formal security validation, and global standardization efforts. Our findings provide a roadmap for the secure transition to 6G authentication protocols, ensuring resilience against both classical and quantum threats.
The advent of 6G terahertz (THz) communication networks offers unparalleled data rates and ultra-dense device connectivity but introduces tremendous vulnerabilities to quantum computing attacks. Conventional cryptographic techniques such as RSA and ECC are becoming increasingly vulnerable to quantum attacks and are thus a serious threat to network integrity and data confidentiality. The research here addresses the challenge of protecting 6G-THz networks from quantum adversaries by designing a quantum-resilient cryptographic protocol for ultra-dense network scenarios. The main objective is to offer resilient, scalable, and low-latency encryption and authentication to enable high-throughput THz communications. The system leverages lattice-based post-quantum cryptography combined with a light-weight key distribution protocol and hierarchical identity management to support massive device connectivity. The novelty lies in the adaptive blending of post-quantum primitives optimized to the bandwidth and latency limitations inherent in THz systems, combined with context-aware key negotiation to remove quantum threats in real time. The protocol significantly enhances future network resilience in quantum-enabled adversarial networks.
This article investigates methods for ensuring the quantum-adaptive security of hybrid cryptographic protocols in next-generation networks. 5G/6G and IoT networks necessitate the integration of classical and post-quantum algorithms. However, standard protocols combining ECDH with CRYSTALS-Kyber or CRYSTALS-Dilithium require formal security assessments. Current approaches primarily consider non-adaptive quantum adversaries, which limits their practical applicability in multi-session and dynamic environments. The paper proposes a model of a quantum-adaptive adversary. This model integrates the adversary's classical and quantum resources, an adaptive attack strategy, and a quantum-accessible oracle. It allows for the formalization of superposition queries and multi-step interactions with the protocol. A mathematical model of a hybrid handshake protocol is introduced, where the session key is formed by combining classical and post-quantum components via a Key Derivation Function. An upper bound for the adversary's advantage is derived, accounting for both the classical and post-quantum components of the protocol. To enhance resilience, three primary methods are proposed. The first is downgrade-resistant fixation of protocol parameters with cryptographic confirmation. The second is dynamic management of key parameters and cryptographic primitives based on an integrated risk function, which accounts for the adversary's quantum resources, network load, and attack activity. The third is compositional protocol verification considering multi-session and multi-level handshake phases, enabling the formalization of composability and the assessment of multi-level resilience. An integral metric of quantum-adaptive resilience is proposed, accounting for security, complexity, and adaptability. The results provide a scientific foundation for “harvest-now, decrypt-later” risk analysis.
The evolution of 6G communication systems brings about unprecedented demands on ultra-reliable, lowlatency, wide-scale and end-to-end secure transmissions. At the same time, the emergence of quantum computing presents major risks for traditional cryptographic schemes, which will become unsecure for future communication infrastructures. This arti-cle introduces the first mathematically inspired architectural framework incorporating Post-Quantum Cryptographic (PQC) protocols into the 6 G design to facilitate secure and efficient communication in quantum-inimical scenarios. The framework successfully integrates them so that lattice-based cryptography and code-based signatures or multivariate polynomials with low complexity could work with one another to implement real-time confidential communication concurrently with the authentication and key exchange, while meeting the requirements of latency and bandwidth. We propose a three-layer architecture, crypto-graphic-agile and mathematically optimized, that operates at: physical, MAC and network layers and focuses on the energy efficiency, computational offloading and dynamic proto-col adaptation. In addition, the paper proposes a suite of new benchmarking metrics for QKD systems based on security, latency, and scalability, and conducts forward-looking numerical calculations under both classical and entirely quantum-safe and hybrid classical-quantum threat models. The results in this study have confirmed that the mathematically-based cryptographic modes can serve as 6 G architecture part, that can guarantee quantum resilient secure networking. The paper also points out open issues and research directions toward the efficient integration of PQC into upcoming wireless standards. Finally, this work provides the foundation framework for secure, ultra-reliable, and low-latency communication to be realized in the post-quantum 6G era.
The deployment of 5G and emerging 6G networks introduces significant security challenges for Internet of Things (IoT) ecosystems comprising billions of heterogeneous devices, including resource-constrained endpoints, more capable embedded controllers, gateways, edge nodes, and network infrastructure. At the same time, the long-term security of widely deployed public-key cryptography is challenged by advances in quantum computing, motivating migration toward standardized post-quantum key-establishment and digital-signature mechanisms. This comprehensive, evidence-based review classifies cryptographic mechanisms for wireless IoT in 5G and beyond across lightweight symmetric cryptography, post-quantum cryptography, privacy-preserving encryption, and adaptive security. The literature-reported implementation results are compared with explicit attention to heterogeneous hardware, memory, energy, communication, and latency constraints. Lightweight symmetric mechanisms remain relevant for constrained data protection, while standardized post-quantum mechanisms such as ML-KEM and ML-DSA address quantum-vulnerable public-key functions and generally introduce larger keys, ciphertexts, signatures, certificates, or protocol messages. This review therefore emphasizes interoperability, firmware upgradability, crypto-agility, and lifecycle management rather than physical device-size growth. A conceptual three-phase roadmap for 2025–2035 is presented in which quantum-vulnerable public-key mechanisms are progressively supplemented and, where appropriate, replaced by hybrid classical–post-quantum and then post-quantum-capable architectures, while standardized symmetric/lightweight protection remains in use where it satisfies application requirements. The roadmap dates are planning intervals rather than universal adoption forecasts.