Personal identification

Full name

Miguel Diogo Gameiro Silva

Citation names

• Silva, Miguel
• Miguel Silva

Author identifiers

Ciência ID

7D14-06DB-06B6

ORCID iD

0009-0008-6630-9939

Email addresses

• mdgsa@isep.ipp.pt (Professional)

Knowledge fields

• Exact Sciences - Computer and Information Sciences
• Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
Portuguese (Mother tongue)

	Degree	Classification
2025/09 - 2029 Ongoing	Doctoral degree in Artificial Intelligence And Intelligent Systems Engineering (Doutoramento) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/09 - 2025/07 Concluded	Master's degree in Informatics Engineering (Mestrado) Major in Cybersecurity and Systems Administration Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal "Robust Machine Learning Against Adversarial Attacks (20/20)" (THESIS/DISSERTATION)	18/20
2020/09 - 2023/07 Concluded	Bachelor's degree in Informatics Engineering (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal ""Email phishing detection using machine learning (15/20)"" (THESIS/DISSERTATION)	15/20

Science

	Category Host institution	Employer
2022/12 - Current	Researcher (Research)	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Grant

	Designation	Funders
2025/02 - Current	SAFE - Security AI for Enhanced SOC 101190370 Researcher	Ongoing
2024/06 - 2025/02	CYDERCO - Cyber Detection, Response, and Collaboration 101128052 Researcher	Ongoing
2022/12 - 2023/09	Cybers SeC IP - Cybersecurity Scientific Competences and Innovation Potential NORTE-01-0145-FEDER-000044 Researcher	Concluded

Publications

Book chapter

Miguel Silva; João Vitorino; Eva Maia; Isabel Praça. "Efficient Network Traffic Feature Sets for IoT Intrusion Detection". 2025. 10.1007/978-3-031-76459-2_1 José Gonçalves; Miguel Silva; Bernardo Cabral; Tiago Dias; Eva Maia; Isabel Praça; Ricardo Severino; Luís Lino Ferreira. "Evaluating LLaMA 3.2 for Software Vulnerability Detection". 2025. 10.1007/978-3-031-94855-8_3 João Vitorino; Miguel Silva; Eva Maia; Isabel Praça. "An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection". 2024. 10.1007/978-3-031-57537-2_1

Journal article

Miguel Silva; Daniela Pinto; João Vitorino; José Gonçalves; Eva Maia; Isabel Praça. "GeNIS: A modular dataset for network intrusion detection and classification". Data in Brief (2025): https://doi.org/10.1016/j.dib.2025.111487. 10.1016/j.dib.2025.111487 João Vitorino; Miguel Silva; Eva Maia; Isabel Praça. "Reliable feature selection for adversarially robust cyber-attack detection". Annals of Telecommunications (2025): https://doi.org/10.1007/s12243-024-01047-z. 10.1007/s12243-024-01047-z