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Mário Marques Freire

Professor/a Catedrático/a

Sector — Cargos/Funções:

Faculdade de Engenharia — Presidente da Faculdade de Engenharia

Departamento de Informática — Docente do Departamento de Informática

Contactos

Email: mariofðubi÷pt
Telefone: 275319702℡
Telefone: 275242083℡
Extensão: 1802☏
Extensão: 1603☏

Publicações Científicas Mais Recentes

(Informação importada da plataforma CiênciaVitae)

    Artigo em conferência/Conference paper

    1. Rios, Vinicius; Inacio, Pedro; Magoni, Damien; Freire, Mário. "Detection of Slowloris Attacks using Machine Learning Algorithms". 2024.
    2. Francisco Chimuco; João B. F. Sequeiros; Tiago M. C. Simões; Freire, Mário M.; Pedro R. M. Inácio. "Secure Design and Development of Applications in the Cloud and Mobile Ecosystem". 2023.
    3. Carolina Lopes; C. A. N. Costa, Joana; João B. F. Sequeiros; Tiago M. C. Simões; Freire, Mário M.; Pedro R. M. Inácio. "Machine Learning Applied to Security Requirements Elicitation: Learning From Experience". 2021.
    4. Cavalcanti, Marcos; Inacio, Pedro; Freire, Mário. "Performance Evaluation of Container-Level Anomaly-Based Intrusion Detection Systems for Multi-Tenant Applications Using Machine Learning Algorithms". 2021.
    5. Samaila, Musa G.; Lopes, Carolina; Aires, Edi; Sequeiros, Joao B. F.; Simoes, Tiago; Freire, Mário; Inacio, Pedro R. M.. "A Preliminary Evaluation of the SRE and SBPG Components of the IoT-HarPSecA Framework". 2020.

    Artigo em revista/Journal article

    1. Barata, LuísM.; Lopes, Eurico; Inácio, Pedro R. M.; Freire, Mário M. "Classification of Anomalies in Microservices Using an XGBoost-Based Approach With Data Balancing and Hyperparameter Tuning". IEEE Open Journal of the Computer Society (2025) url
    2. Mahmoud, Alia Nabil; Santos, Vitor; Freire, Mário M.; Abdelaziz, Ahmed. "Enhancing Software Defect Prediction with a Hybrid Convolutional Neural Network and Antlion Optimization Model". Cluster Computing (Springer Nature) (2025) url
    3. Chimuco, Francisco T.; Sequeiros, Joao B. F.; Simoes, Tiago M. C.; Freire, Mário M.; Inácio, Pedro R. M. "Expediting the Design and Development of Secure Cloud-based Mobile Apps". International Journal of Information Security (Springer Nature) (2024) url
    4. Nabil Mahmoud, Alia; Abdelaziz, Ahmed; Santos, Vitor; M. Freire, Mário. "A Proposed Model for Detecting Defects in Software Projects". Indonesian Journal of Electrical Engineering and Computer Science (2024) url
    5. Chimuco, Francisco T.; Sequeiros, João B. F.; Lopes, Carolina Galvão; Simões, Tiago M. C.; Freire, Mário M.; Inácio, Pedro R. M. "Secure Cloud-based Mobile Apps: Attack Taxonomy, Requirements, Mechanisms, Tests and Automation". International Journal of Information Security (Springer Nature) (2023) url

    Capítulo de livro/Book chapter

    1. Chimuco, Francisco T.; Sequeiros, João B. F.; Freire, Mário M.; Inácio, Pedro R. M. "Framework and Roadmap for Secure Design and Development of Applications in the Cloud and Mobile Ecosystem". In Communications in Computer and Information Science editado por Praça, Isabel; Bernardi, Simona; Pedro R. M. Inácio, 182-200. Alemanha: Springer Nature Switzerland, 2025.
    2. Sequeiros, João B. F.; Chimuco, Francisco Tchissaquila; Simões, Tiago M. C.; Freire, Mário M.; Inácio, Pedro R. M. "An Approach to Attack Modeling for the IoT: Creating Attack Trees from System Descriptions". In Advanced Information Networking and Applications. AINA 2024. Lecture Notes on Data Engineering and Communications Technologies, vol 200 editado por Barolli, L, 424-436: Springer Nature Switzerland, 2024.
    3. Cunha, Vanice Canuto; Magoni, Damien; Inácio, Pedro R. M.; Freire, Mário M. "Impact of Self C Parameter on SVM-based Classification of Encrypted Multimedia Peer-to-Peer Traffic". In Advanced Information Networking and Applications. AINA 2022. Lecture Notes in Networks and Systems, vol 449 editado por Barolli, L.; Hussain, F.; Enokido, T, 180-193: Springer International Publishing, 2022.
    4. Cunha, Vanice Canuto; Zavala, Arturo A. Z.; Inácio, Pedro R. M.; Magoni, Damien; Freire, Mário M. "Classification of Encrypted Internet Traffic Using Kullback-Leibler Divergence and Euclidean Distance". In Advanced Information Networking and Applications. AINA 2020. Advances in Intelligent Systems and Computing, vol 1151 editado por L. Barolli; F. Amato; F. Moscato; T. Enokido; M. Takizawa, 883-897: Springer International Publishing, 2020.
    5. Manuel Meruje; Musa Gwani Samaila; Virginia N. L. Franqueira; Freire, Mário M.; Pedro Ricardo Morais Inácio. "A Tutorial Introduction to IoT Design and Prototyping with Examples". In Internet of Things A to Z: Technologies and Applications editado por Qusay F. Hassan, 153-190. Estados Unidos: IEEE Press, John Wiley & Sons, 2018.

    Patentes/Patents

    1. Upstream Efficiency Improvement Method for Passive Optical Networks, World Intellectual Property Organization, International Patent WO 2010/012304 A1
      Número: WO2010/012304 A1 20100204
      Proprietário: Nokia Siemens Networks
      Estado: Concedida/Emitida
      Data de Emissão: 2010-02-04
    2. Automatic Topology Discovery for Passive Optical Networks, European Patent Office, European Patent EP 2141832 A1
      Número: EP 2141832 A1
      Proprietário: Nokia Siemens Networks
      Estado: Concedida/Emitida
      Data de Emissão: 2010-01-06
    3. Method and Device for Processing Data in an Optical Network and Communication System Comprising Such Device, World Intellectual Property Organization, International Patent WO 2009/156409 A1
      Número: WO 2009/156409 A1
      Proprietário: Nokia Siemens Networks
      Estado: Concedida/Emitida
      Data de Emissão: 2009-12-30
    4. Method for Aggregating a Plurality of Data Packets Into a Unified Transport Data Packet and Machine for Performing Said Method, World Intellectual Property Organization, International Patent WO 2007/118594 A1
      Número: WO 2007/118594 A1
      Proprietário: Nokia Siemens Networks
      Estado: Concedida/Emitida
      Data de Emissão: 2007-10-25
    5. A Method, Communication System, Central and Peripheral Communication Unit for Secure Packet Oriented Transfer of Information, World Intellectual Property Organization, International Patent WO 2007/099045 A1
      Número: WO 2007/099045 A1
      Proprietário: Nokia Siemens Networks
      Estado: Concedida/Emitida
      Data de Emissão: 2007-09-07

    Nota Biográfica

    Mário Marques Freire is a full professor of Computer Science at the Faculty of Engineering of the University of Beira Interior (UBI), Covilhã, Portugal, which he joined in October 1994, and is an integrated researcher of the NOVA Laboratory for Computer Science and Informatics (NOVA LINCS). He is also a collaborator of the Instituto de Telecomunicações. Dr. Mário Freire completed his high school education at the José Falcão High School in Coimbra, Portugal, in 1987, and received a 5-year Bachelor of Science degree in Electrical Engineering in 1992 and a Master of Science degree in Systems and Automation in 1994, both from the University of Coimbra. He received a Doctor of Philosophy degree in Electrical Engineering from UBI in 2000 and a Habilitation title in Computer Science from UBI in 2007. He started his research activities in October 1991 at the University of Coimbra, where he worked on the European project EEC RACE 2011: (HD)TV Transport on Very High Bitrate Optical Links (TRAVEL), under which he carried out a one-month internship, in April 1993, at the ALCATEL SEL AG (now Nokia Networks) Research Center in Stuttgart, Germany. He was a Master''s Fellow at JNICT (National Board of Scientific and Technological Research), the predecessor of the Portuguese Science Foundation (FCT), under the CIÉNCIA Program, between 1992 and 1994. Between 2003 and 2010, he collaborated with the Research Center of Siemens - Information and Communication/Nokia Siemens Networks (NSN Portugal SA)/Nokia Networks and, between 2007 and 2012, also with Siemens SA Healthcare Sector, having supervised 4 PhD students at Siemens/NSN with FCT doctoral scholarships in enterprise, and having been co-author of 6 international patents and PI of a research project at UBI funded by NSN. Between 2007 and 2011, he collaborated with Microsoft Portugal, serving as Co-PI of a research project at UBI funded by Microsoft Europe. Between 2019 and 2022, he led a WP of a research project at UBI funded by CENTRO 2020 to create a Cloud Computing Competence Center. He has been a Central Region Cybersecurity Competence Center member since July 2024. His research interests focus on computer systems and networks and include virtualization of systems and networks, cloud and edge computing, security and privacy in systems and networks, and AI applications in computer systems and networks. As a result of 20+ research and development projects, including projects with industry, he has supervised 10 PhD students, is the editor of 8 books published in Springer''s Lecture Notes in Computer Science series, and has co-authored more than 130 scientific papers in international scientific journals and at international conferences. He is a member of the editorial board of ACM SIGAPP Applied Computing Review, is an associate editor of Security and Privacy Journal (Wiley) and of International Journal of Communication Systems (Wiley), and was an editor of IEEE Communications Surveys and Tutorials between 2007 and 2011. He was or is a member of the program committee of several IEEE international conferences and is Chair of the Track on Computer Networking at the ACM Symposium on Applied Computing (SAC 2025). He served as a jury member for more than 50 PhD theses and more than 25 Dr. Habilitation titles. Dr. Mário Freire served as Vice-Rector of UBI for the Area of Faculty Applications and Academic Acts from 2020 to 2021. Additionally, he has been and is currently President of the Faculty of Engineering at UBI for 2009-2013, 2013-2017, and 2021-2025. Between 2009 and 2013, he served as Director of the IT Center (now IT Services) at UBI. He was also Head of the Department of Computer Science at UBI for the 2004-2006 and 2006-2009 terms. He is a Chartered Computer Science Engineer from the Portuguese Engineering Association, a member of the Institute of Electrical and Electronics Engineers (IEEE), USA, and its IEEE Computer Society, and a member of the Association for Computing Machinery (ACM), USA
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    Data da última atualização: 2026-10-23