Abstract
The migration of remote-access and industrial communication systems from classical public-key cryptography to post-quantum cryptography (PQC) requires careful evaluation at both the protocol and system levels. This paper presents PQC-E2E-CA, a system-level evaluation framework for reviewing post-quantum and hybrid cryptographic configurations in Secure Shell (SSH). The framework integrates OQS-enabled OpenSSH and OpenSSL with Linux netem network emulation, automated experiment execution, SCP integrity verification, and statistical post-processing. The evaluation separates key exchange behavior from host key authentication. Specifically, it measures ML-KEM and hybrid ML-KEM as SSH key exchange mechanisms, and ML-DSA as a host-key signature mechanism. Experiments are conducted under controlled RTT and packet-loss conditions using a gateway virtualised client-server testbed. The results show that ML-KEM and hybrid ML-KEM can be integrated into SSH without prohibitive application-level session setup overhead in the evaluated environment. Among the evaluated configurations, ML-KEM-768 demonstrates comparatively lower SSH session establishment latency at 50 ms RTT with 0% packet loss. ML-DSA-44 achieves the lowest host-key authentication latency under the same conditions and maintains relatively stable performance at 150 ms RTT with 5% packet loss. SCP throughput results for 100 MB and 200 MB transfers indicate that sustained transfer performance is mainly influenced by RTT and transport-layer dynamics using a single dominant key exchange configuration. These findings support migration toward standardized post-quantum mechanisms in SSH-based gateway and remote-access environments, provided that algorithm choice and system configuration are validated under representative workloads and network conditions.
| Original language | English |
|---|---|
| Article number | 1844445 |
| Number of pages | 27 |
| Journal | Frontiers in Computer Science |
| Volume | 8 |
| Early online date | 20 Aug 2026 |
| DOIs | |
| Publication status | Published - 20 Aug 2026 |
Bibliographical note
Copyright © 2026 Bakhsh, Haq, Helmy, Khan, Latif, Ahmad and Khan. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.Funding
The author(s) declared that financial support was received for this work and/or its publication. This publication is based upon work supported by the King Fahd University of Petroleum & Minerals. Author(s) at KFUPM acknowledge the Deanship of research for the support received under Grant no. IN26098.
| Funders | Funder number |
|---|---|
| King Fahd University of Petroleum and Minerals | |
| Deanship of research | IN26098 |
Keywords
- hybrid cryptography
- ML-DSA
- ML-KEM
- network emulation
- OQS OpenSSH
- post-quantum cryptography
- remote access
- secure shell
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