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Eva Maia is a cybersecurity researcher at Instituto Superior de Engenharia do Porto. She holds a PhD in Computer Science from Faculdade de Ciências da Universidade do Porto. Her current research focus on the application of AI to enhance cybersecurity and ensuring the security and robustness of intelligent techniques. She actively participates in several European and national projects where AI is utilized to enhance the security of cyber-physical solutions and ensure their safety and trustworthiness. These solutions span various sectors, including health (such as SAFECARE, icare4NextG, and ForPharmacy), airports (SATIE), and industry (CYDERCO, VALU3S, SeCoIIA, and Cyberfactory). During her PhD, Eva also conducted research in automata theory and its application to the security and complexity of systems. She maintains close ties with the industrial sector, stemming from her background working in companies with security and artificial intelligence as core focuses, as well as through collaborations within project scopes. Eva is also involved in supervising the work of students and researchers within the scope of projects and master's theses. Eva was invited by the European Commission (EC) as an expert to monitor and assess the execution of HORIZON projects related to AI for cybersecurity. Additionally, she has served as an evaluator for HORIZON Europe proposals in the field of cybersecurity.
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Identification

Personal identification

Full name
Eva Maia

Citation names

  • Maia, Eva

Author identifiers

Ciência ID
4F14-EF83-C4B9
ORCID iD
0000-0002-8075-531X

Email addresses

  • evacgm@gmail.com (Professional)
  • egm@isep.ipp.pt (Professional)

Addresses

  • R. Dr. António Bernardino de Almeida 431, , 4249-015, Porto, Porto, Portugal (Professional)

Knowledge fields

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

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Portuguese Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2016/02/07
Concluded
 Ciência de Computadores (Doutoramento)
Major in Sem especialidade
Universidade do Porto Faculdade de Ciências, Portugal
"On the Descriptional Complexity of Some Operations and Simulations of Regular Models" (THESIS/DISSERTATION)
 Aprovado
2008 - 2010
Concluded
 Ciência de Computadores (Mestrado)
Universidade do Porto, Portugal
"Inferência de tipos em Python" (THESIS/DISSERTATION)
 18
2005 - 2008
Concluded
 Ciência de Computadores (Licenciatura)
Universidade do Porto, Portugal
 15
Affiliation

Science

Category
Host institution 		Employer
2019/02/01 - Current Auxiliary Researcher (Research) Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2018 - 2018 Auxiliary Researcher (Research) Universidade do Porto Centro de Matemática, Portugal
2016 - 2016 Auxiliary Researcher (Research) Universidade do Porto Centro de Matemática, Portugal
Universidade do Porto Centro de Matemática, Portugal
2015 - 2015 Auxiliary Researcher (Research) Universidade do Porto Centro de Matemática, Portugal
2011 - 2013 Auxiliary Researcher (Research) Universidade do Porto Centro de Matemática, Portugal
2011/03/01 - 2011/03/31 Auxiliary Researcher (Research) Universidade do Porto Faculdade de Ciências, Portugal
2009/10/01 - 2010/03/31 Research Assistant (Research) Universidade do Porto Faculdade de Ciências, Portugal
2009/10 - 2010/03 Research Assistant (Research) Universidade do Porto, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2017/03/01 - 2019/08/31 Invited Assistant Professor (University Teacher) Universidade do Porto Faculdade de Ciências, Portugal
Universidade do Porto Faculdade de Ciências, Portugal
2011/03/01 - 2011/07/15 Invited Assistant (University Teacher) Instituto Politécnico do Porto Escola Superior de Hotelaria e Turismo, Portugal
2010/10 - 2011/06 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
2010/11/01 - 2011/01/15 Invited Assistant (University Teacher) Instituto Politécnico do Porto Escola Superior de Hotelaria e Turismo, Portugal

Others

Category
Host institution 		Employer
2018/03/01 - 2019/01/31 Project Manager DefinedCrowd, Portugal
DefinedCrowd, Portugal
2016/11/02 - 2018/03/30 Project Manager VisionSpace Tecnologies, Portugal
VisionSpace Tecnologies, Portugal
2016/01/02 - 2016/10/31 Reasercher and Data Analyst MOVVO, S.A, Portugal
MOVVO, S.A, Portugal
Projects

Contract

Designation Funders
2023/10/01 - Current CYber DEtection, Response and COllaboration
101128052
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Cybersecurity Competence Centre
Ongoing
2024/12/01 - 2028/06/30 AIDA-Artificial Intelligence Deployable Agent
101168202
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Defence Agency
Ongoing
2025/01/01 - 2027/12/31 PHRESH-Patient Health Response in Emergent and Secure Habitats for Connected Healthcare
COMPETE2030-FEDER-01232900
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2025/01/01 - 2027/12/31 SAFE-Security AI for Enhanced SOC
101190370
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Cybersecurity Competence Centre
Ongoing
2025/01/01 - 2027/12/31 GENIUS-Generative AI for the Software Development Life Cycle
COMPETE2030-FEDER-01641200
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2025/01/01 - 2027/12/31 NADIR: Natural Disaster Risk and Assessment Platform
COMPETE2030-FEDER-01638900
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2025/01/01 - 2027/12/31 6G Self Organising and Managing Open Radio Access Network
COMPETE2030-FEDER-01602800
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2024/12/01 - 2027/06/30 Optimal-LOADS Optimal Logistics Operation & Analysis Data Space
NORTE2030-FEDER-01639500
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2024/10/01 - 2026/12/31 VESTA - Proactive protection against phishing-based ransomware
NORTE2030-FEDER-00382400
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2023/05/02 - 2025/10/31 BEHAVIOR
NORTE2030-FEDER-00576300
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2020/10/01 - 2023/10/31 CYBERSSECIP- CYBERSecurity SciEntific Competences and Innovation Potential
05/SAICT/2019
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Associação de Politécnicos da Região Norte
Concluded
2020/12/01 - 2023/07/31 VALU3S: Verification and Validation of Automated Systems Safety and Security
ECSEL Joint Undertaking (JU) No 876852
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2022/01/01 - 2023/06/30 CANOPY - Cognitive and Automated Network Operations for Present and Beyond
AI2021/1-1
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluded
2021/05/01 - 2023/06/30 ForPharmacy – Future pharmacy as a plug-and-play ecosystem
POCI-01-0247-FEDER-070053
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2021/04/01 - 2023/06/30 iCare4NextG - Integrated Care for Next Generation
C2020/1-8
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluded
2019/02/01 - 2022/06/30 Cyber Factory #1 PT – Desenvolvimento de capacidades para promover a otimização e resiliência das Fábricas do Futuro (ITEA 17032 CyberFactory#1)
040124
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluded
2019/02/01 - 2022/05/31 SeCoIIA - Secure Collaborative Intelligent Industrial Assets
871967
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
EU Framework Programme for Research and Innovation ICT Leadership in Enabling and Industrial Technologies
Concluded
2019/02/01 - 2022/05/31 SPET: Secure interactions and trusted Participation in local Electricity Trading
FCT
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Concluded
2019/02 - 2021/08/31 SAFECARE - SAFEguard of Critical health infrastructure
787002
832969
787002
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Commission Seventh Framework Programme for Research and Technological Development Information and Communication Technologies

EU Framework Programme for Research and Innovation Future and Emerging Technologies
Ongoing
2019/05/01 - 2021/04/30 SATIE - Security of Air Transport Infrastructure of Europe
832969
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Union
Concluded
2016/11/01 - 2018/03/31 Projecto individual de internacionalização
99999
Principal investigator
Agência Nacional de Inovação SA
Cancelled
2016/11 - 2018/03 Sistema de apoio à decisão de segurança em sistemas informáticos (SASSI)
17775
Principal investigator
Agência Nacional de Inovação SA
2016/11/01 - 2017/02/28 SecTrap
736395
Principal investigator
European Commission Seventh Framework Programme for Research and Technological Development
Concluded
2012/02/01 - 2014/01/31 CANTE: Descriptional and computational complexity of formal languages
101904
Researcher
Universidade do Porto Centro de Matemática, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
2010/01/01 - 2010/06/30 REliable and Safe Code execUtion for Embedded systems
65862
Research Fellow
Universidade do Porto Faculdade de Ciências, Portugal
 Associação para a Inovação e Desenvolvimento da FCT

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores
Concluded
Outputs

Publications

Book
  1. Praça, Isabel; Maia, Eva; Philippe Geril. MODELLING AND SIMULATION 2022. EUROSIS-ET. 2022.
  2. Faculdade de Ciências. Inferência de tipos em Python. Portugal. 2010.
Book chapter
  1. Pedro Vieira; Eva Maia; Isabel Praça. "Acute Pancreatitis Mortality Prediction with Federated Learning". 2025.
    10.1007/978-3-031-73500-4_9
  2. 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
  3. Tiago Fontes Dias; João Vitorino; Tiago Fonseca; Isabel Praça; Eva Maia; Maria João Viamonte. "Unravelling Network-Based Intrusion Detection: A Neutrosophic Rule Mining and Optimization Framework". 2024.
    10.1007/978-3-031-54129-2_4
  4. João Vitorino; Lourenço Rodrigues; Eva Maia; Isabel Praça; André Lourenço; Vitorino, J.; Rodrigues, L.; et al. "Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection". 2023.
    10.1007/978-3-031-34344-5_13
  5. Tiago Dias; Arthur Batista; Eva Maia; Isabel Praça. "TestLab: An Intelligent Automated Software Testing Framework". 2023.
    10.1007/978-3-031-38318-2_35
  6. Ivone Amorim; Pedro Barbosa; Eva Maia; Isabel Praça. "Privacy-Preserving NN for IDS: A Study on the Impact of TFHE Restrictions". 2023.
    10.1007/978-3-031-47198-8_7
  7. Sinan Wannous; Tiago Dias; Eva Maia; Isabel Praça; Ana Raquel Faria. "Multiple Domain Security Awareness for Factories of the Future". 2022.
    10.1007/978-3-031-18697-4_3
  8. Eva Maia; Bruno Reis; Isabel Praça; Adrien Becue; David Lancelin; Samantha Dauguet Demailly; Orlando Sousa. "Cyber Threat Monitoring Systems - Comparing Attack Detection Performance of Ensemble Algorithms". 2021.
    10.1007/978-3-030-69781-5_3
  9. Maia, E.; Praça, I.; Mantzana, V.; Gkotsis, I.; Petrucci, P.; Biasin, E.; Kamenjasevic, E.; Lammari, N.. "Security challenges for the critical infrastructures of the healthcare sector". 142-165. 2021.
  10. Bruno Reis; Eva Maia; Isabel Praça. "Selection and Performance Analysis of CICIDS2017 Features Importance". 56-71. Springer International Publishing, 2020.
    10.1007/978-3-030-45371-8_4
  11. Maia, Eva; Praça, Isabel; Mantzana, Vasiliki; Gkotsis, Ilias; Petrucci, Paolo; Biasin, Elisabetta; Kamenjasevic, Erik; Lammari, Nadira. "8. Security Challenges for the Critical Infrastructures of the Healthcare Sector". In Cyber-Physical Threat Intelligence for Critical Infrastructures Security: A Guide to Integrated Cyber-Physical Protection of Modern Critical Infrastructures. Now Publishers, 2020.
    10.1561/9781680836875.ch8
  12. Broda, Sabine; Holzer, Markus; Maia, Eva; Moreira, Nelma; Reis, Rogério. "On the Mother of All Automata: The Position Automaton". In Lecture Notes in Computer Science, 134-146. Springer International Publishing, 2017.
    10.1007/978-3-319-62809-7_9
  13. Maia, Eva; Moreira, Nelma; Reis, Rogério. "Incomplete Transition Complexity of Some Basic Operations". In SOFSEM 2013: Theory and Practice of Computer Science, 319-331. Springer Berlin Heidelberg, 2013.
    10.1007/978-3-642-35843-2_28
Conference paper
  1. Daniela Pinto; João Vitorino; Maia, Eva; Ivone Amorim; Praça, Isabel. "Flow Exporter Impact on Intelligent Intrusion Detection Systems". Paper presented in ICISSP 2025 (11th International Conference on Information Systems Security and Privacy), Porto, 2025.
    Accepted
  2. Pinto, Daniela; Ivone Amorim; Maia, Eva; Praça, Isabel. Corresponding author: Maia, Eva. "A Novel Approach to Network Traffic Analysis: the HERA tool". Paper presented in IEEE TrustCom-2024 (23rd IEEE International Conference on Trust, Security and Privacy in Computing and Communications), Sanya, 2024.
    Accepted
  3. Pereira, Pedro; Paulo Mendes; João Vitorino; Maia, Eva; Praça, Isabel. "Intelligent Green Efficiency for Intrusion Detection". Paper presented in 17th International Symposium on Foundations and Practice of Security (FPS 2024), Montreal, 2024.
    Accepted
  4. Dias, André; Dias, Tiago; Maia, Eva; Praça, Isabel. "P2DS: A Holistic Approach to Psychiatric Disease Detection in Community Pharmacies". 2024.
    10.5220/0012568200003657
  5. Mata, L.; Wannous, S.; Duarte, D.; Maia, E.; Vieira, P.; Praca, I.. "On the Implementation of a Secure and Energetically Efficient NOC for Mobile Networks". 2023.
    10.1109/SMARTNETS58706.2023.10215763
  6. Andrade, R.; Vitorino, J.; Wannous, S.; Maia, E.; Praca, I.. "LEMMAS: a secured and trusted Local Energy Market simulation system". 2022.
    10.1109/EEM54602.2022.9921159
  7. Martins, A.; Maia, E.; Praça, I.. "Herb-Drug Interactions: A Holistic Decision Support System in Healthcare". 2022.
    10.1109/HealthCom54947.2022.9982729
  8. Köpke, Corinna; König, Louis; Faist, Katja; Fehling-Kaschek, Mirjam; Finger, Jörg; Stolz, Alexander; Burke, Kelly; et al. "Security and Resilience for Airport Infrastructure". 2020.
    10.3850/978-981-14-8593-0_4026-cd
  9. Eva Maia; Rogerio Reis. "A Static Type Inference for Python". Paper presented in DYLA'11, 5th Workshop on Dynamic Languages and Applications, co-located with 49th Intl Conf on Objects, Models, Components and Patterns (TOOLS 2011), Zurich, 2011.
    Accepted
Journal article
  1. Pedro Barbosa; Ivone Amorim; Eva Maia; Isabel Praça. "ENNigma: A framework for Private Neural Networks". Future Generation Computer Systems (2025): https://doi.org/10.1016/j.future.2025.107719.
    10.1016/j.future.2025.107719
  2. Andreia Martins; João Vitorino; Eva Maia; Isabel Praça. "PharmiTech: Addressing Polypharmacy Challenges through AI-Driven Solutions". Applied Sciences (2024): https://doi.org/10.3390/app14198838.
    10.3390/app14198838
  3. João Vitorino; Miguel Silva; Eva Maia; Isabel Praça. "Reliable feature selection for adversarially robust cyber-attack detection". Annals of Telecommunications (2024): https://doi.org/10.1007/s12243-024-01047-z.
    10.1007/s12243-024-01047-z
  4. Vitorino, João; Praça, Isabel; Maia, Eva. "SoK: Realistic adversarial attacks and defenses for intelligent network intrusion detection". Computers & Security 134 (2023): 103433. http://dx.doi.org/10.1016/j.cose.2023.103433.
    10.1016/j.cose.2023.103433
  5. Eva Maia; Pedro Vieira; Isabel Praça. "Empowering Preventive Care with GECA Chatbot". Healthcare (2023): https://doi.org/10.3390/healthcare11182532.
    10.3390/healthcare11182532
  6. Artemisa R. Dores; Miguel Peixoto; Maria Castro; Catarina Sá; Irene P. Carvalho; Andreia Martins; Eva Maia; Isabel Praça; António Marques. "Knowledge and Beliefs about Herb/Supplement Consumption and Herb/Supplement–Drug Interactions among the General Population, including Healthcare Professionals and Pharmacists: A Systematic Review and Guidelines for a Smart Decision System". Nutrients (2023): https://doi.org/10.3390/nu15102298.
    10.3390/nu15102298
  7. Vitorino, Joao; Praca, Isabel; Maia, Eva; João Vitorino; Isabel Praça; Eva Maia. "Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification". ArXiv (2023): https://publons.com/wos-op/publon/58730830/.
    10.1007/s12243-023-00953-y
  8. Vitorino, Joao; Dias, Tiago; Fonseca, Tiago; Maia, Eva; Praca, Isabel. "Constrained Adversarial Learning and its applicability to Automated Software Testing: a systematic review". ArXiv (2023): https://publons.com/wos-op/publon/58730828/.
  9. Vitorino, Joao; Praca, Isabel; Maia, Eva. "SoK: Realistic adversarial attacks and defenses for intelligent network intrusion detection". Computers & Security (2023): https://publons.com/wos-op/publon/62622997/.
    10.1016/J.COSE.2023.103433
  10. Dias, Tiago; Batista, Arthur; Maia, Eva; Praca, Isabel. "TestLab: An Intelligent Automated Software Testing Framework". ArXiv (2023): https://publons.com/wos-op/publon/62777453/.
  11. "Chatbots inteligentes para monitorização remota de COVID-19". Revista Científica Internacional da Rede Académica Das Ciências da Saúde da Lusofonia (2023): https://publons.com/wos-op/publon/69600366/.
    10.51126/REVSALUS.V5ISUP.636
  12. MARTINS, ANDREIA; Maia, Eva; Praça, Isabel. "Sistema de apoio à decisão clínica para prevenção de interações medicamento-erva/planta". Revista Científica Internacional da Rede Académica Das Ciências da Saúde da Lusofonia 5 Sup (2023): 103-103. https://publons.com/wos-op/publon/69600364/.
    10.51126/REVSALUS.V5ISUP.638
  13. "GECA: um chatbot inteligente para cuidados preventivos". Revista Científica Internacional da Rede Académica Das Ciências da Saúde da Lusofonia (2023): https://publons.com/wos-op/publon/69600363/.
    10.51126/REVSALUS.V5ISUP.635
  14. "Consumo de fármacos, suplementos e fitoterápicos, e risco de interações: revisão sistemática do impacto das crenças e do conhecimento". Revista Científica Internacional da Rede Académica Das Ciências da Saúde da Lusofonia (2023): https://publons.com/wos-op/publon/69600371/.
    10.51126/REVSALUS.V5ISUP.526
  15. Dias, Tiago; Vitorino, Joao; Maia, Eva; Sousa, Orlando; Praca, Isabel. "KeyRecs: A keystroke dynamics and typing pattern recognition dataset". Data in Brief (2023): https://publons.com/wos-op/publon/62746366/.
    10.1016/J.DIB.2023.109509
  16. Amorim, Ivone; Maia, Eva; Barbosa, Pedro; Praca, Isabel. "Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference". ArXiv (2023): https://publons.com/wos-op/publon/62855930/.
  17. Vitorino, Joao; Praca, Isabel; Maia, Eva. "SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection". ArXiv (2023): https://publons.com/wos-op/publon/58734753/.
    10.48550/ARXIV.2308.06819
  18. Eva Maia; Sinan Wannous; Tiago Dias; Isabel Praça; Ana Faria. "Holistic Security and Safety for Factories of the Future". Sensors (2022): https://doi.org/10.3390/s22249915.
    10.3390/s22249915
  19. Eva Maia; Norberto Sousa; Nuno Oliveira; Sinan Wannous; Orlando Sousa; Isabel Praça. "SMS-I: Intelligent Security for Cyber–Physical Systems". Information (2022): https://doi.org/10.3390/info13090403.
    10.3390/info13090403
  20. Becue, Adrien; Praddaude, Martin; Maia, Eva; Hogrel, Nicolas; Praca, Isabel; Yaich, Reda. "Digital Twins for Enhanced Resilience: Aerospace Manufacturing Scenario". Lecture Notes in Business Information Processing (2022): https://publons.com/wos-op/publon/59987468/.
    10.1007/978-3-031-07478-3_9
  21. Maia, Eva; Lancelin, David; Carneiro, Jose; Oudin, Thomas; Doria, Alvaro; Praca, Isabel. "Intelligent Cyberattack Detection on SAFECARE Virtual Hospital". Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation (2022): https://publons.com/wos-op/publon/59987474/.
    10.1007/978-3-031-04829-6_29
  22. Vitorino, Joao; Andrade, Rui; Pracca, Isabel; Sousa, Orlando; Maia, Eva. "A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection". ArXiv (2022): https://publons.com/wos-op/publon/58050093/.
  23. Nuno Oliveira; Isabel Praça; Eva Maia; Orlando Sousa. "Intelligent Cyber Attack Detection and Classification for Network-Based Intrusion Detection Systems". Applied Sciences 11 4 (2021): 1674-1674. https://doi.org/10.3390/app11041674.
    10.3390/app11041674
  24. Broda, S.; Maia, E.; Moreira, N.; Reis, R.; Sabine Broda; Maia, Eva; Nelma Moreira; Rogério Reis. "THE PREFIX AUTOMATON". Journal of Automata, Languages and Combinatorics 26 1-2 (2021): 17-53. http://www.scopus.com/inward/record.url?eid=2-s2.0-85126986110&partnerID=MN8TOARS.
    Accepted • 10.25596/jalc-2021-017
  25. Bécue, Adrien; Maia, Eva; Feeken, Linda; Borchers, Philipp; Praça, Isabel. "A New Concept of Digital Twin Supporting Optimization and Resilience of Factories of the Future". Applied Sciences 10 13 (2020): 4482. http://dx.doi.org/10.3390/app10134482.
    10.3390/app10134482
  26. Broda, Sabine; Holzer, Markus; Maia, Eva; Moreira, Nelma; Reis, Rogério. "A mesh of automata". Information and Computation (2019): http://dx.doi.org/10.1016/j.ic.2019.01.003.
    10.1016/j.ic.2019.01.003
  27. Eva Maia; Nelma Moreira; Rogério Reis. "Incomplete operational transition complexity of regular languages". Information and Computation 244 (2015): 1-22. https://doi.org/10.1016%2Fj.ic.2015.08.004.
    10.1016/j.ic.2015.08.004
Preprint
  1. Andreia Martins; Flávio Costa; Eva Maia; Isabel Praça; Marlene Lages; Cátia Pontes; Maria Guarino. "Reducing Herb-Drug Interaction Risks: A Clinical Decision Support System for Community Pharmacy (Preprint)". 2023. https://doi.org/10.2196/preprints.47649.
    10.2196/preprints.47649
  2. Nuno Oliveira; Isabel Praça; Eva Maia; Orlando Sousa. "Intelligent Cyber-Attack Detection and Classification for Network-based Intrusion Detection Systems". 2020. https://doi.org/10.20944/preprints202012.0315.v1.
    10.20944/preprints202012.0315.v1
Report
  1. Maia, Eva; Nelma Moreira. 2013. The operational incomplete transition complexity on finite languages..
  2. Maia, Eva; Nelma Moreira; Rogerio Reis. 2012. On the incomplete transition complexity of some basic operations on regular languages..
Thesis / Dissertation
  1. Faculdade de Ciências. "On the Descriptional Complexity of Some Operations and Simulations of Regular Models". PhD, Universidade do Porto Faculdade de Ciências, 2016. http://hdl.handle.net/10216/82939.
  2. Maia, Eva. "Inferência de tipos em Python". Master, Universidade do Porto Faculdade de Ciências, 2010. https://hdl.handle.net/10216/98311.

Other

Dataset
  1. Dias, Tiago; João Vitorino; Jorge Oliveira; Nuno Oliveira; Maia, Eva; Praça, Isabel. IFEED: Interactive Facial Expression and Emotion Detection Dataset. https://zenodo.org/records/7971730. 2023.
  2. Dias, Tiago; João Vitorino; Maia, Eva; Orlando Jorge Coelho de Moura Sousa; Praça, Isabel. KeyRecs: Keystroke Dynamics Dataset. https://zenodo.org/records/7886743. 2023.
Other output
  1. Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference. 2023. Amorim, I.; Maia, E.; Barbosa, P.; Praça, I.; Ivone Amorim; Eva Maia; Pedro Barbosa; Isabel Praça. http://www.scopus.com/inward/record.url?eid=2-s2.0-85161103538&partnerID=MN8TOARS.
    10.48550/arXiv.2305.02225
  2. Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification. 2023. Vitorino, J.; Praça, I.; Maia, E.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85147718127&partnerID=MN8TOARS.
    10.48550/arXiv.2301.13122
  3. KeyRecs: A Keystroke Dynamics and Typing Pattern Recognition Dataset. 2023. Dias, T.; Vitorino, J.; Maia, E.; Sousa, O.; Praça, I.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85160819612&partnerID=MN8TOARS.
    10.2139/ssrn.4456119
  4. Constrained Adversarial Learning and its applicability to Automated Software Testing: a systematic review. 2023. Vitorino, J.; Dias, T.; Fonseca, T.; Maia, E.; Praça, I.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85150951601&partnerID=MN8TOARS.
    10.48550/arXiv.2303.07546
  5. A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection. 2021. Vitorino, J.; Andrade, R.; Praça, I.; Sousa, O.; Maia, E.; João Vitorino; Rui Andrade; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85134205229&partnerID=MN8TOARS.
    10.48550/arXiv.2111.13149
  6. Machine learning for network-based intrusion detection systems: An analysis of the CIDDS-001 dataset. 2021. Carneiro, J.; Oliveira, N.; Sousa, N.; Maia, E.; Praça, I.; José Carneiro; Nuno Oliveira; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85111176949&partnerID=MN8TOARS.
    10.1007/978-3-030-86261-9_15
  7. Prefix and Right-Partial Derivative Automata. 2015. Eva Maia; Nelma Moreira; Rogério Reis. https://doi.org/10.1007%2F978-3-319-20028-6_26.
    10.1007/978-3-319-20028-6_26
  8. Partial Derivative and Position Bisimilarity Automata. 2014. Eva Maia; Nelma Moreira; Rogério Reis. https://doi.org/10.1007%2F978-3-319-08846-4_20.
    10.1007/978-3-319-08846-4_20
  9. Incomplete Transition Complexity of Basic Operations on Finite Languages. 2013. Eva Maia; Nelma Moreira; Rogério Reis. https://doi.org/10.1007%2F978-3-642-39274-0_31.
    10.1007/978-3-642-39274-0_31
Software
  1. José Gonçalves; Tiago Dias; Maia, Eva; Praça, Isabel. "Source Code Processing Engine (SCoPE)". Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento. 2024.
  2. André Dias; Tiago Dias; Maia, Eva; Praça, Isabel. "Sistema de Detecção de Doenças Psiquiátricas (P2DS)". 2024.
  3. Ivan Costa; Amorim, Ivone; Maia, Eva; Pedro Barbosa; Praça, Isabel. "S3PHER". 2024.
  4. Pinto, Daniela; Amorim, Ivone; Maia, Eva; Praça, Isabel. "Holistic nEtwork featuRes Aggregator (HERA)". Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento. 2024.
  5. Pedro Barbosa; Ivone Amorim; Eva Maia; Isabel Praça. "ENIGMA". 2023.
  6. Maia, Eva; Pedro Vieira; Praça, Isabel. "GECA". 2023.
  7. Dias, Tiago; Maia, Eva; Praça, Isabel. "FuzzTheRest". 2023.
  8. Dias, Tiago; Arthur Batista; Maia, Eva; Praça, Isabel. "TestLab". 2023.
  9. João Vitorino; Maia, Eva; Praça, Isabel. "Método de Perturbação com Padrões Adaptativos (A2PM)". 2023.
  10. Maia, Eva; Norberto Sousa; Nuno Oliveira; Sinan Wannous; Orlando Sousa; Praça, Isabel. "SMS-I". 2022.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/02/23 CYDERCO Dissemination and Communication 1st CYDERCO Focus Group
GECAD (Porto, Portugal)
2024/02/22 CYDERCO Questionnaire Results CYDERCO Questionnaire Results
GECAD (Porto, Portugal)
2024/02/22 CYDERCO Business Requirements 1st CYDERCO Focus Group
GECAD (Porto, Portugal)
2023/11/30 Artificial Intelligence in Security: Strengths and Challenges Seminário para os alunos da Unidade Curricular de Tópicos Avançados de Computação
Universidade da Maia (Porto, Portugal)
2023/07/11 WP5:Dissemination and Resulta Promotion Mid-Review CANOPY Project
Online
2023/06/07 Evaluations and Research: WP4 status iCare4NextG Plenary meeting
(Budapest, Hungary)
2023/06/01 Suporte de decisão inteligente para melhor segurança e proteção Review intermédia ANI do projecto ForPharmacy
Glintt (Porto, Portugal)
2023/06/01 GECA chatbot Review intermédia ANI do projecto iCare4NextG
Glintt (Porto, Portugal)
2022/12/15 WP4- Evaluations and Research Avaliação intermédia do projecto iCare4NextG
GECAD (Porto, Portugal)
2022/11/28 Artificial Intelligence & Cybersecurity: Intrusion Detection Systems, Pizza Seminar
GECAD (Porto, Portugal)
2022/10/18 Use Cases Preliminary Overview: Security Perspective Contextualization International Consortium Meeting
Online
2022/05/02 Cyber-Security & Smart Operations International CANOPY Project Workshop
GECAD (Porto, Portugal)
2022/04/20 WP4- Evaluations and Research: kick-off, iCare4NextG Plenary meeting
(Istambul, Turkey)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024/10 - Current Machine Learning Framework for Robustness Evaluation in Network Intrusion Detection Systems
Supervisor
 Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/10 - Current Adversarial Source code Analysis.
Co-supervisor
 Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/11 - 2024/09 Practical Analysis of SOC Content Management Frameworks
Co-supervisor
 Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/10/01 - 2024/07/13 HERA: Enhancing Network Security with a New Dataset Creation Tool
Supervisor
 Mestrado em Segurança Informática (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2023/11 - 2024/07 Graph Neural Networks in Intrusion Detection
Co-supervisor
 Mestrado em Ciência de Computadores (Master)
Faculdade de Ciências, Universidade do Porto, Portugal
2023/10 - 2024/07 A Federated Learning approach for data privacy in health care applications
Supervisor
 Mestrado em Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/10/01 - 2023/10/05 Applying Machine Learning to Intelligent Chatbot for Preventive Care
Supervisor
 Mestrado em Ciência de Computadores (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2022/11 - 2023/09 ENNigma: A Framework for Private Neural Networks
Co-supervisor
 Mestrado de Engenharia em Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/11 - 2023/09 Automated Vulnerability Detection in Source Code
Co-supervisor
 Mestrado em Engenharia Electrotécnica e de Computadores (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/11 - 2023/09 Applying Machine Learning to Intelligent Chatbot for Preventive Care
Supervisor
 Mestrado em Ciência de Computadores (Master)
Faculdade de Ciências, Universidade do Porto, Portugal
2022/10/01 - 2023/07/15 Realistic Adversarial Machine Learning to improve Network Intrusion Detection
Co-supervisor
 Mestrado de Engenharia em Inteligência Artificial no ISEP (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/10/01 - 2023/07/03 FuzzTheREST - Intelligent Automated Black-box RESTful API Fuzzer
Co-supervisor
 Mestrado de Engenharia em Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/11 - 2023/07 Herb-Drug Interactions: A Decision Support System with Biometric Authentication
Co-supervisor
 Mestrado em Engenharia Biomédica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/11 - 2022/07 Machine Learning to Improve Security Operations Centers.
Co-supervisor
 Mestrado de Engenharia em Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/03/01 - 2019/07/31 Development of an open source sensor (open source) that combines the capabilities of an intrusion detection system and an information management system and security events for monitoring computer infrastructures. Starting with a theoretical analysis of existing attacks, detection methodologies and the different types of mechanisms to mitigate or prevent these attacks. An analysis of open source tools available on the market was then carried out.
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2023/11/22 - 2023/11/24 Cyber & Cloud Expo 2023 Participação no evento Cyber & Cloud Expo 2023 com um expositor do ISEP e do P.Porto destinado à promoção e divulgação do projeto CybersSecIP.
Congress
 Cyber & Cloud Expo 2023
2023/06/14 - 2023/06/16 C-DAYS 2023: Participação na 9ª edição da conferência C-DAYS 2023 com o tema “Mais Confiança”.
Congress
 C-DAYS 2023
2022/11/15 - 2022/11/15 Cyber & Cloud Expo 2022: Participação no evento Cyber & Cloud Expo 2022 assegurando a divulgação através de um expositor destinado à promoção e divulgação do projeto CybersSecIP. Cyber & Cloud Expo 2022
2021/10/12 - 2021/10/12 Cyber & Cloud Expo 2021 Participação no evento Cyber & Cloud Expo 2021. Este é um evento chave na área da Cibersegurança que reúne os profissionais do sector num espaço de partilha e trabalho em rede para promover a parceria entre agentes públicos e privados.
Congress
 Cyber & Cloud Expo 2021
2013 - 2013 SOFSEM 2013
Conference
2012 - 2012 CIAA 2012: 17th International Conference on Implementation and Application of Automata (CIAA).
Conference
2012 - 2012 DCFS 2012: 14th International Workshop on Descriptional Complexity of Formal Systems.
Conference
2012 - 2012 Days in Logic 2012
Conference

Committee member

Activity description
Role 		Institution / Organization
2023/05/01 - 2024/09 Organizing Committee Special Session on Artificial Intelligence for enhanced cyber security (AI4CS) no DCAI
Member
2022/06 - 2024/09 Programme Committee do International Workshop on Cyber-Physical Security for Critical Infrastructures Protection no ESORICS
Member
2023 - 2024 International Programme Committee do Cyber-Physical System Modelling: Applications for Industry 4.0 Optimization and Resilience no EUROSIS
Member
2020/06 - 2020/11 Workshop on Cyber-Physical System Modeling: Applications for Industry 4.0 Optimization and Resilience. In conjunction with ESM 2020 (Organizing Committee)
Member
2015/08/01 - 2015/08/31 Member of the NCMA 2015 Organizing Committee: 7th Non-Classical Models of Automata and Applications. Porto, Portugal. August, 2015.
Member
 Universidade do Porto Faculdade de Ciências, Portugal
2014/01/01 - 2014/01/31 Member of the Organizing Committee of the Workshop VOICES OF CANTE - FINAL ACT. Porto, Portugal. January 2014. Universidade do Porto Faculdade de Ciências, Portugal
2012/07/01 - 2012/07/31 Member of the Organizing Committee of the 14th International Workshop on Descriptional Complexity of Formal Systems. Braga, Portugal. July, 2012.
Member
 Universidade do Porto Faculdade de Ciências, Portugal
2012/07/01 - 2012/07/31 Member of the Organizing Committee of the CIAA 2012: 17th International Conference on Implementation and Application of Automata. Porto, Portugal. July, 2012.
Member
 Universidade do Porto Faculdade de Ciências, Portugal

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2024/01/01 - Current Avaliador Externo Innovation Fund Denmark
Evaluator
 Innovationsfonden, Denmark
2023/06/05 - Current Avaliador Externo Eureka Eureka Association, Belgium
2024/03/01 - 2024/12/31 ANI expert in AI and cybersecurity Agência Nacional de Inovação SA
2021/11/01 - 2024/12/31 Horizon Europe Expert in AI and Cybersecurity
Evaluator
 EU Framework Programme for Research and Innovation Secure Societies

Mentoring / Tutoring

Topic Student name
2017/07/01 - 2017/09/30 Pentesting e Introspecção. Rui Balau
2017/07/01 - 2017/09/30 Pentesting e Honeypots. Ivo Marinho
2017/07/01 - 2017/09/30 Development of penetration tests using the Metasploit tool. David Azevedo
Distinctions

Award

2024 Best Application Paper Award
2023 2023 Outstanding MSc Thesis Award
IEEE, United States
2023 Prémio Inovação Jovem Engenheiro
Ordem dos Engenheiros, Portugal
2022 Industry 5.0 Award
2022 Prémio de Excelência 2022

Other distinction

2011 Phd Grant