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IEEE Access

Micro and Transport Layer Security Benchmarking of Post-Quantum Versus Classical Cryptography

Elif Demir, Idil Gorgulu, Mehmet C. Onbaşlı

Published Jan 1, 2026• 0 citations
Publisher

Abstract

As quantum computing advances, widely deployed public-key cryptosystems face a credible long-term risk, motivating a transition to post-quantum cryptography (PQC). Building on NIST’s standardization, this paper evaluates the practical performance of CRYSTALS-Kyber and CRYSTALS-Dilithium through both microbenchmarks and TLS 1.3 deployments, with the expectation that compute costs remain competitive while deployment overhead is dominated by larger handshake messages. At the algorithm level, we measure key generation, encapsulation/decapsulation, signing, and verification for reference and AVX2-optimized implementations using a consistent toolchain and runtime configuration, and compare them against classical baselines (RSA, ECDH, and ECDSA). Across tested parameter sets, AVX2 delivers multifold speedups and keeps operations in the sub-millisecond range, with Kyber and Dilithium execution times that are competitive with or better than security-aligned classical counterparts. At the protocol level, we integrate ML-KEM and ML-DSA into TLS 1.3 and extract handshake latency (ClientHello→ServerHello and ClientHello→END) and handshake message sizes from captured traces in a low-RTT setting. PQC handshakes incur only a modest latency increase at the 128-bit level relative to P-256, while at 192- and 256-bit security they complete substantially faster than P-384 and P-521 configurations. The main cost is bandwidth: server-to-client handshake traffic increases from a few kilobytes in classical TLS to roughly 8–15 kB under PQC. Overall, the results indicate that deployment challenges are driven less by computation than by larger handshake footprints, especially on bandwidth- or RTT-constrained links.

DOI
10.1109/access.2026.3682760

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As quantum computing advances, widely deployed public-key cryptosystems face a credible long-term risk, motivating a transition to post-quantum cryptography (PQC). Building on NIST’s standardization, this paper evaluates the practical performance of CRYSTALS-Kyber and CRYSTALS-Dilithium through both microbenchmarks and TLS 1.3 deployments, with the expectation that compute costs remain competitive while deployment overhead is dominated by larger handshake messages. At the algorithm level, we measure key generation, encapsulation/decapsulation, signing, and verification for reference and AVX2-optimized implementations using a consistent toolchain and runtime configuration, and compare them against classical baselines (RSA, ECDH, and ECDSA). Across tested parameter sets, AVX2 delivers multifold speedups and keeps operations in the sub-millisecond range, with Kyber and Dilithium execution times that are competitive with or better than security-aligned classical counterparts. At the protocol level, we integrate ML-KEM and ML-DSA into TLS 1.3 and extract handshake latency (ClientHello→ServerHello and ClientHello→END) and handshake message sizes from captured traces in a low-RTT setting. PQC handshakes incur only a modest latency increase at the 128-bit level relative to P-256, while at 192- and 256-bit security they complete substantially faster than P-384 and P-521 configurations. The main cost is bandwidth: server-to-client handshake traffic increases from a few kilobytes in classical TLS to roughly 8–15 kB under PQC. Overall, the results indicate that deployment challenges are driven less by computation than by larger handshake footprints, especially on bandwidth- or RTT-constrained links.
As quantum computing advances, modern cryptographic standards face an existential threat, necessitating a transition to post-quantum cryptography (PQC). The National Institute of Standards and Technology (NIST) has selected CRYSTALS-Kyber and CRYSTALS-Dilithium as standardized PQC algorithms for secure key exchange and digital signatures, respectively. This study conducts a comprehensive performance analysis of these algorithms by benchmarking execution times across cryptographic operations such as key generation, encapsulation, decapsulation, signing, and verification. Additionally, the impact of AVX2 optimizations is evaluated to assess hardware acceleration benefits. Our findings demonstrate that Kyber and Dilithium achieve efficient execution times, outperforming classical cryptographic schemes such as RSA and ECDSA at equivalent security levels. Beyond technical performance, the real-world deployment of PQC introduces challenges in telecommunications networks, where large-scale infrastructure upgrades, interoperability with legacy systems, and regulatory constraints must be addressed. This paper examines the feasibility of PQC adoption in telecom environments, highlighting key transition challenges, security risks, and implementation strategies. Through industry case studies, we illustrate how telecom operators are integrating PQC into 5G authentication, subscriber identity protection, and secure communications. Our analysis provides insights into the computational trade-offs, deployment considerations, and standardization efforts shaping the future of quantum-safe cryptographic infrastructure.
The emergence of large-scale quantum computing presents an imminent threat to contemporary public-key cryptosystems, with quantum algorithms such as Shor’s algorithm capable of efficiently breaking RSA and elliptic curve cryptography (ECC). This vulnerability has catalyzed accelerated standardization efforts for post-quantum cryptography (PQC) by the U.S. National Institute of Standards and Technology (NIST) and global security stakeholders. While theoretical security analysis of these quantum-resistant algorithms has advanced considerably, comprehensive real-world performance benchmarks spanning diverse computing environments—from high-performance cloud infrastructure to severely resource-constrained IoT devices—remain insufficient for informed deployment planning. This paper presents the most extensive cross-platform empirical evaluation to date of NIST-selected PQC algorithms, including CRYSTALS-Kyber and NTRU for key encapsulation mechanisms (KEMs), alongside BIKE as a code-based alternative, and CRYSTALS-Dilithium and Falcon for digital signatures. Our systematic benchmarking framework measures computational latency, memory utilization, key sizes, and protocol overhead across multiple security levels (NIST Levels 1, 3, and 5) in three distinct hardware environments and various network conditions. Results demonstrate that contemporary server architectures can implement these algorithms with negligible performance impact (<5% additional latency), making immediate adoption feasible for cloud services. In contrast, resource-constrained devices experience more significant overhead, with computational demands varying by up to 12× between algorithms at equivalent security levels, highlighting the importance of algorithm selection for edge deployments. Beyond standalone algorithm performance, we analyze integration challenges within existing security protocols, revealing that naive implementation of PQC in TLS 1.3 can increase handshake size by up to 7× compared to classical approaches. To address this, we propose and evaluate three optimization strategies that reduce bandwidth requirements by 40–60% without compromising security guarantees. Our investigation further encompasses memory-constrained implementation techniques, side-channel resistance measures, and hybrid classical-quantum approaches for transitional deployments. Based on these comprehensive findings, we present a risk-based migration framework and algorithm selection guidelines tailored to specific use cases, including financial transactions, secure firmware updates, vehicle-to-infrastructure communications, and IoT fleet management. This practical roadmap enables organizations to strategically prioritize systems for quantum-resistant upgrades based on data sensitivity, resource constraints, and technical feasibility. Our results conclusively demonstrate that PQC is deployment-ready for most applications, provided that implementations are carefully optimized for the specific performance characteristics and security requirements of target environments. We also identify several remaining research challenges for the community, including further optimization for ultra-constrained devices, standardization of hybrid schemes, and hardware acceleration opportunities.
A sufficiently capable quantum computer would break the public-key cryptography that secures the modern internet, and data captured today can be stored until that machine arrives. This harvest-now-decrypt-later threat has pushed standards bodies to act well ahead of the hardware. In 2024 NIST published the first finished post-quantum standards: ML-KEM, derived from CRYSTALS-Kyber, for key establishment, and ML-DSA, derived from CRYSTALS-Dilithium, for digital signatures. This paper examines how these algorithms move into the two protocols that carry most secured traffic, TLS 1.3 and IPsec. We describe the hybrid handshake that runs a classical and a post-quantum key-encapsulation mechanism side by side, we measure the cost of the larger keys and signatures these schemes carry, and we discuss the practical friction points such as oversized certificate chains and fragmented handshake records. Benchmarks reported in the literature show that a hybrid X25519 plus Kyber-768 handshake adds only a small latency penalty on a healthy network, while Dilithium signatures inflate the certificate path enough to matter on constrained links. We close with a staged migration plan built around crypto-agility.
The rapid advancement of quantum computing poses a fundamental threat to classical cryptographic mechanisms that underpin modern digital security. Shor’s algorithm can efficiently solve integer factorization and discrete logarithm problems, thereby breaking widely used public-key cryptosystems such as RSA, ECC, and Diffie–Hellman. Grover’s algorithm also reduces the effective security of symmetric encryption and hash functions by half. This paper provides a systematic analysis of the impact of quantum attacks on current cryptographic infrastructures, including TLS, digital signatures, and blockchain. We then review the state of post-quantum cryptography (PQC) as standardized by NIST, focusing on three leading candidates: CRYSTALS-Kyber for key encapsulation, and CRYSTALS-Dilithium and FALCON for digital signatures. Through simulation using the Open Quantum Safe (liboqs) library on a standard x86_64 platform, we measure key generation time, encryption/signing speed, decryption/verification latency, and key/signature sizes. Our results show that Kyber-768 achieves key generation in <0.1 ms and produces public keys of about 1.2 KB, while Dilithium-3 generates signatures of ~2.7 KB with verification times under 0.3 ms. Compared to RSA-2048 and ECDSA-P256, PQC algorithms offer competitive performance at the cost of larger key and signature sizes. Based on these findings, we propose a hybrid transition roadmap that combines classical and PQC algorithms in parallel, minimizing risk while maintaining backward compatibility. The paper concludes that organizations should begin immediate preparations for the post-quantum era, especially for data requiring long-term confidentiality.
Quantum computing poses a critical threat to classical public-key cryptography, driving the adoption of post-quantum cryptography (PQC).While PQC performance has been extensively benchmarked in TLS, empirical studies on the Secure Shell (SSH) protocol remain limited.This paper evaluates the integration of PQC and hybrid (classical+PQC) mechanisms into SSH using an OQS-OpenSSH 8.9 prototype with liboqs support.We measured handshake latency, session size, and Secure Copy Protocol (SCP) transfer performance across standardized algorithms (CRYSTALS-Kyber, CRYSTALS Dilithium, Sphincs+), Falcon, and hybrid configurations.Experiments on heterogeneous legacy hardware under realistic LAN conditions were validated through Wireshark captures and protocol checklists.The results show that Falcon yields the smallest handshake sizes, Dilithium offers balanced and stable performance, Kyber scales predictably with NIST security levels, and Sphincs+ incurs significant overhead.Hybrid modes add limited cost while retaining classical trust anchors.These findings extend SSH PQC research beyond handshake analysis, offering deployment-oriented guidance for quantum-safe migration.
Advances in quantum computing pose a fundamental threat to classical public-key cryptosystems, including RSA and elliptic-curve cryptography (ECC), which form the foundation for authentication and key exchange in the Transport Layer Security (TLS) protocol. In response to these emerging threats, Korea launched the KpqC (Korea Post-Quantum Cryptography) project in 2021 to design, evaluate, and standardize domestic PQC algorithms. To the best of our knowledge, this is the first systematic evaluation of the finalized Korean PQC algorithms (HAETAE, AIMer, SMAUG-T, NTRU+) within a production-grade TLS/X.509 stack, enabling direct comparison against NIST PQC and ECC baselines. To contextualize KpqC performance, we further compare against NIST-standardized PQC algorithms and classical ECC baselines. Our evaluation examines both static overhead (certificate size) and dynamic overhead (TLS 1.3 handshake latency) across computation-bound (localhost) and network-bound (LAN) scenarios, including embedded device and hybrid TLS configurations. Our results show that KpqC certificates are approximately 4.6–48.8× larger than ECC counterparts and generally exceed NIST PQC sizes. In computation-bound tests, both NIST PQC (ML-KEM) and KpqC hybrids exhibited similar handshake latency increases of approximately 8–9× relative to ECC. In network-bound tests, the difference between the two families was negligible, with relative overhead typically around 30–41%. These findings offer practical guidance for balancing security level, key size, packet size, and latency and support phased PQC migration strategies in real-world TLS deployments.