Pablo Gutiérrez
phd student
Edificio de Investigación Ada Byron
C/ Arquitecto Francisco Peñalosa, nº 18
Ampliación Campus de Teatinos. Universidad de Málaga
29071 Málaga (Spain)
Phone: +34 951 952 936
E-mail: pablogf@uma.es
Current research
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Ph.D. research
…Education
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Thesis
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Publications
Pablo Gutierrez-Felix, Marc Manzano, Javier Lopez
Quantum-Resistant Pairing Evaluation for Resource-Constrained Bluetooth Classic
In: Internet of Things, vol. 37, pp. 101947, 2026, ISSN: 2542-6605.
@article{pablogf2026,
title = {Quantum-Resistant Pairing Evaluation for Resource-Constrained Bluetooth Classic},
author = {Pablo Gutierrez-Felix and Marc Manzano and Javier Lopez},
url = {/wp-content/papers/pablogf2026.pdf
https://www.sciencedirect.com/science/article/pii/S2542660526000776},
doi = {10.1016/j.iot.2026.101947},
issn = {2542-6605},
year = {2026},
date = {2026-05-01},
urldate = {2026-05-01},
journal = {Internet of Things},
volume = {37},
pages = {101947},
publisher = {Elsevier},
abstract = {The security of state-of-the-art Bluetooth pairing relies on Elliptic Curve Diffie-Hellman (ECDH), which is vulnerable to quantum attacks. However, the feasibility of integrating standardized Post-Quantum Cryptographic (PQC) primitives into the controller-level Bluetooth Classic (BC) protocol stack remains an open question. This paper presents the first comprehensive evaluation of integrating a post-quantum secure key exchange for BC pairing. We analyze the impact of replacing the existing ECDH-based key establishment with NIST-standardized PQC Key Encapsulation Mechanisms (KEMs), focusing on protocol-level packetization, over-the-air transmission overhead, and execution performance in constrained hardware. Using BC’s Link Manager Protocol (LMP) and DM1 packet structure, we quantify Public Parameter Transmission (PPT) latency for classical and post-quantum schemes. We further benchmark ECDH and ML-KEM implementations on an ARM Cortex-M4 microcontroller with characteristics comparable to those of constrained Bluetooth controllers. Our results show that ML-KEM is computationally feasible on such hardware, often matching or outperforming classical ECDH in execution time. However, PQC significantly increases over-the-air overhead. Under ML-KEM, PPT accounts for 60-75% of total key exchange latency, compared to less than 10% for ECDH. Code-based schemes such as HQC are shown to be impractical due to excessive memory and transmission requirements under provided hardware constraints. These findings indicate that the primary obstacle to post-quantum Bluetooth pairing is not computation but wireless packetization, reliability, and energy consumption; facilitating a safe and efficient quantum-secure migration of resource-constrained wireless communication settings.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Enrique Pérez Haro, Pablo Gutiérrez-Félix
Lattice-Based Post-Quantum Cryptography
NICS Lab Technical Report, 2025.
BibTeX | Links:
@techreport{enriqueph_pablogf2025,
title = {Lattice-Based Post-Quantum Cryptography},
author = {Enrique P\'{e}rez Haro and Pablo Guti\'{e}rrez-F\'{e}lix},
url = {/wp-content/papers/enriqueph_pablogf2025.pdf},
year = {2025},
date = {2025-02-06},
urldate = {2025-02-06},
journal = {Technical Report},
institution = {NICS Lab},
type = {Technical Report},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
Publications
Pablo Gutierrez-Felix, Marc Manzano, Javier Lopez
Quantum-Resistant Pairing Evaluation for Resource-Constrained Bluetooth Classic
In: Internet of Things, vol. 37, pp. 101947, 2026, ISSN: 2542-6605.
@article{pablogf2026,
title = {Quantum-Resistant Pairing Evaluation for Resource-Constrained Bluetooth Classic},
author = {Pablo Gutierrez-Felix and Marc Manzano and Javier Lopez},
url = {/wp-content/papers/pablogf2026.pdf
https://www.sciencedirect.com/science/article/pii/S2542660526000776},
doi = {10.1016/j.iot.2026.101947},
issn = {2542-6605},
year = {2026},
date = {2026-05-01},
urldate = {2026-05-01},
journal = {Internet of Things},
volume = {37},
pages = {101947},
publisher = {Elsevier},
abstract = {The security of state-of-the-art Bluetooth pairing relies on Elliptic Curve Diffie-Hellman (ECDH), which is vulnerable to quantum attacks. However, the feasibility of integrating standardized Post-Quantum Cryptographic (PQC) primitives into the controller-level Bluetooth Classic (BC) protocol stack remains an open question. This paper presents the first comprehensive evaluation of integrating a post-quantum secure key exchange for BC pairing. We analyze the impact of replacing the existing ECDH-based key establishment with NIST-standardized PQC Key Encapsulation Mechanisms (KEMs), focusing on protocol-level packetization, over-the-air transmission overhead, and execution performance in constrained hardware. Using BC’s Link Manager Protocol (LMP) and DM1 packet structure, we quantify Public Parameter Transmission (PPT) latency for classical and post-quantum schemes. We further benchmark ECDH and ML-KEM implementations on an ARM Cortex-M4 microcontroller with characteristics comparable to those of constrained Bluetooth controllers. Our results show that ML-KEM is computationally feasible on such hardware, often matching or outperforming classical ECDH in execution time. However, PQC significantly increases over-the-air overhead. Under ML-KEM, PPT accounts for 60-75% of total key exchange latency, compared to less than 10% for ECDH. Code-based schemes such as HQC are shown to be impractical due to excessive memory and transmission requirements under provided hardware constraints. These findings indicate that the primary obstacle to post-quantum Bluetooth pairing is not computation but wireless packetization, reliability, and energy consumption; facilitating a safe and efficient quantum-secure migration of resource-constrained wireless communication settings.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Enrique Pérez Haro, Pablo Gutiérrez-Félix
Lattice-Based Post-Quantum Cryptography
NICS Lab Technical Report, 2025.
BibTeX | Links:
@techreport{enriqueph_pablogf2025,
title = {Lattice-Based Post-Quantum Cryptography},
author = {Enrique P\'{e}rez Haro and Pablo Guti\'{e}rrez-F\'{e}lix},
url = {/wp-content/papers/enriqueph_pablogf2025.pdf},
year = {2025},
date = {2025-02-06},
urldate = {2025-02-06},
journal = {Technical Report},
institution = {NICS Lab},
type = {Technical Report},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}



