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Identification

Personal identification

Full name
Mário João Gonçalves Antunes

Author identifiers

Ciência ID
AF10-7EDD-5153
ORCID iD
0000-0003-3448-6726
Education
Degree Classification
2011/07/28
Concluded
 Ciências Informáticas (Título de especialista)
Major in Ciências Informáticas
Instituto Politécnico de Leiria, Portugal

Instituto Politécnico de Setúbal, Portugal

Instituto Politécnico de Lisboa, Portugal
Aprovado
2011
Concluded
 Ciências de Computadores (Doutoramento)
Major in Não Aplicável
Universidade do Porto Faculdade de Ciências, Portugal
2001
Concluded
 Informática (Mestrado)
Major in Sistemas e Redes
Universidade do Porto Faculdade de Ciências, Portugal
1999/06
Concluded
 Engenharia Informática (Licenciatura)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"." (THESIS/DISSERTATION)
 14
1997/06
Concluded
 Engenharia Informática (Bacharelato)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"." (THESIS/DISSERTATION)
 14
Affiliation

Science

Category
Host institution 		Employer
2017 - Current Visiting Researcher (Research) Instituto Politécnico de Leiria Centro de Investigação em Informática e Comunicações, Portugal
2007 - Current Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2022/05 - Current Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2019/09 - Current Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Coimbra Instituto Superior de Contabilidade e Administração de Coimbra, Portugal
2004/09/15 - 2022/05 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2001/03/01 - 2004/09/14 Invited Assistant (Polytechnic Teacher) Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal

Positions / Appointments

Category
Host institution 		Employer
2016 - 2018 Coordenação ou direção de centro de investigação, departamento ou equivalente Instituto Politécnico de Leiria, Portugal
2016 - 2017 Conselho científico/técnico-científico ou orgão correspondente Instituto Politécnico de Leiria, Portugal
2016 - 2017 Conselho científico/técnico-científico ou orgão correspondente Instituto Politécnico de Leiria, Portugal
2016 - 2017 Conselho científico/técnico-científico ou orgão correspondente Instituto Politécnico de Leiria, Portugal
2013 - 2016 Conselho científico/técnico-científico ou orgão correspondente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2013 - 2016 Conselho científico/técnico-científico ou orgão correspondente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2013 - 2016 Conselho científico/técnico-científico ou orgão correspondente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2013 - 2015 Coordenação ou direção de centro de investigação, departamento ou equivalente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2013 - 2015 Coordenação ou direção de centro de investigação, departamento ou equivalente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2013 - 2015 Coordenação ou direção de centro de investigação, departamento ou equivalente Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal

Others

Category
Host institution 		Employer
1999/11/01 - 2001/02/01 ICT Project leader - specialist in UNIX systems and networks Sonae , Portugal
1995/07/01 - 1999/10/01 Senior UNIX systems and network administrator Sonae , Portugal
1990/11/01 - 1995/07/01 Systems and networks administrator Sonae , Portugal
1988/07/01 - 1990/10/01 Programmer and ICT technician Sonae , Portugal
Outputs

Publications

Book
  1. Antunes, M.J.; Afonso, A.; Pinto, F.M.. A distributed architecture for remote validation of software licenses using USB/IP protocol. 2014.
    10.1007/978-3-319-05948-8_26
  2. Costa, J.; Silva, C.; Antunes, M.; Ribeiro, B.. Defining semantic meta-hashtags for twitter classification. 2013.
    10.1007/978-3-642-37213-1-24
  3. Faculdade de Ciências; Antunes, M.J.; Correia, M.E.. Temporal Anomaly Detection: An artificial immune approach based on T-cell activation, clonal size regulation and homeostasis. 2011.
    10.1007/978-1-4419-5913-3_33
  4. Faculdade de Ciências. Self Tolerance by Tuning T-Cell Activation: An Artificial Immune System for Anomaly Detection.. 2010.
  5. Veiga, Nuno; Antunes, Mário; Santos, Vítor; Santos, Alexandre. Experiments with IPV6 network mobility using nemo protocol. International Association for Development of the Information Society (IADIS). 2007.
Conference paper
  1. Ferreira, S; Antunes, M; Correia, ME. "Forensic Analysis of Tampered Digital Photos". 2021.
    10.1007/978-3-030-93420-0_43
  2. Antunes, M; Maximiano, M; Gomes, R. "A Customizable Web Platform to Manage Standards Compliance of Information Security and Cybersecurity Auditing". 2021.
    10.1016/j.procs.2021.11.070
  3. Serra, LFD; Goncalves, PGB; Frazalo, LAL; Antunes, MJG. "Performance analysis of AES encryption operation modes for IoT devices". 2021.
    10.23919/cisti52073.2021.9476528
  4. Melo, T; Barros, A; Antunes, M; Frazao, L. "An end-to-end cryptography based real-time chat". 2021.
    10.23919/cisti52073.2021.9476399
  5. Almeida, R; Pacheco, V; Antunes, M; Frazao, L. "An easy-to-use tool to inject DoS and spoofing networking attacks". 2021.
    10.23919/cisti52073.2021.9476603
  6. Ferreira, P; Antunes, M. "Benchmarking Behavior-Based Intrusion Detection Systems with Bio-inspired Algorithms". 2020.
    10.1007/978-981-16-0422-5_11
  7. Ferreira, J; Zhygulskyy, M; Antunes, M; Frazao, L. "Performance of Hash Functions in Blockchain Applied to IoT Devices". 2019.
    10.23919/cisti.2019.8760885
  8. Ribeiro, G; Grabovschi, M; Antunes, M; Frazao, L. "Ncryptr: a symmetric and asymmetric encryption application". 2019.
    10.23919/cisti.2019.8760763
  9. Carnaz, G; Quaresma, P; Nogueira, VB; Antunes, M; Fonseca Ferreira, NM. "A Review on Relations Extraction in Police Reports". 2019.
    10.1007/978-3-030-16181-1_47
  10. Carnaz, G; Nogueira, VB; Antunes, M. "Knowledge Representation of Crime-Related Events: a Preliminary Approach". 2019.
    10.4230/oasics.slate.2019.13
  11. Carnaz, G; Nogueira, VB; Antunes, M; Fonseca Ferreira, NM. "An Automated System for Criminal Police Reports Analysis". 2018.
    10.1007/978-3-030-17065-3_36
  12. Cósta, J; Silva, C; Antunes, M; Ribeiro, B; Costa, J. "Adaptive Learning Models Evaluation in Twitter's Timelines". 2018.
    10.1109/ijcnn.2018.8489275
  13. Antunes, M; Rabadão, C. "Cybersecurity and Digital Forensics - Course Development in a Higher Education Institution". 2018.
    10.1007/978-3-030-17065-3_34
  14. Costa, J; Silva, C; Antunes, M; Ribeiro, B. "Performance Metrics for Model Fusion in Twitter Data Drifts". 2017.
    10.1007/978-3-319-58838-4_2
  15. Vieira, R; Antunes, M; Silva, C; Assis, A. "Automatic Documents Counterfeit Classification Using Image Processing and Analysis". 2017.
    10.1007/978-3-319-58838-4_44
  16. Costa, J; Silva, C; Antunes, M; Ribeiro, B; Costa,J; Silva,C; Mário João Antunes; Ribeiro,B. "Choice of Best Samples for Building Ensembles in Dynamic Environments". 2016.
    10.1007/978-3-319-44188-7_3
  17. Vieira, R; Silva, C; Antunes, M; Assis, A; Vieira,R; Silva,C; Mário João Antunes; Assis,A. "Information System for Automation of Counterfeited Documents Images Correlation". 2016.
    10.1016/j.procs.2016.09.178
  18. Mário João Antunes; Silva,C; Barranca,J; Antunes, M; Silva, C; Barranca, J. "A telemedicine application using WebRTC". 2016.
    http://dx.doi.org/10.1016/j.procs.2016.09.177
  19. Costa, J; Silva, C; Antunes, M; Ribeiro, B; Costa,J; Silva,C; Mário João Antunes; Ribeiro,B. "The Impact of Longstanding Messages In Micro-Blogging Classification". 2015.
    10.1109/IJCNN.2015.7280731
  20. Silva, C; Antunes, M; Costa, J; Ribeiro, B; Silva,C; Mário João Antunes; Costa,J; Ribeiro,B. "Active Manifold Learning with Twitter Big Data". 2015.
    10.1016/j.procs.2015.07.296
  21. Cunha, J; Silva, C; Antunes, M; Cunha,J; Silva,C; Mário João Antunes. "Health Twitter Big Bata Management with Hadoop Framework". 2015.
    10.1016/j.procs.2015.08.536
  22. Cósta,J; Silva,C; Mário João Antunes; Ribeiro,B; Costa, J; Silva, C; Antunes, M; Ribeiro, B. "DOTS: Drift Oriented Tool System". 2015.
    http://dx.doi.org/10.1007/978-3-319-26561-2_72
  23. Emiliano,R; Mário João Antunes; Emiliano, R; Antunes, M. "Automatic network configuration in virtualized environment using GNS3". 2015.
    http://dx.doi.org/10.1109/iccse.2015.7250212
  24. Costa, J.; Silva, C.; Antunes, M.; Ribeiro, B.; Cósta,Joana; Silva,Catarina; Mário João Antunes; Ribeiro,Bernardete. "Concept drift awareness in twitter streams". 2014.
    10.1109/icmla.2014.53
  25. Mário João Antunes; Afonso,A; Pinto,FM. "A Distributed Architecture for Remote Validation of Software Licenses Using USB/IP Protocol". 2014.
    http://dx.doi.org/10.1007/978-3-319-05948-8_26
  26. Costa,J; Silva,C; Ribeiro,B; Mário João Antunes; Costa, J.; Silva, C.; Ribeiro, B.; Antunes, M.. "Crowdtargeting: Making crowds more personal". 2013.
    http://dx.doi.org/10.1109/smap.2013.20
  27. Costa,J; Silva,C; Mário João Antunes; Ribeiro,B. "Defining Semantic Meta-hashtags for Twitter Classification". 2013.
    http://dx.doi.org/10.1007/978-3-642-37213-1-24
  28. Gomes, P; Antunes, M. "Mobile edoclink: a mobile workflow and document management application for healthcare institutions". 2012.
    10.1016/j.protcy.2012.09.103
  29. Costa, J; Silva, C; Antunes, M; Ribeiro, B; Costa, J.; Silva, C.; Antunes, M.; Ribeiro, B.. "On using crowdsourcing and active learning to improve classification performance". 2011.
    10.1109/isda.2011.6121700
  30. Antunes, MJ; Correia, ME. "An Artificial Immune System for Temporal Anomaly Detection Using Cell Activation Thresholds and Clonal Size Regulation with Homeostasis". 2009.
    10.1109/ijcbs.2009.59
Edited book
  1. Madureira, AM; Abraham, A; Gandhi, N; Silva, C; Antunes, M. Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition, SoCPaR 2018, Porto, Portugal, December 13-15, 2018. 2020.
Journal article
  1. Pedro Fernandes; Mário Antunes. "Benford's law applied to digital forensic analysis". Forensic Science International: Digital Investigation (2023): https://doi.org/10.1016/j.fsidi.2023.301515.
    10.1016/j.fsidi.2023.301515
  2. Mário Antunes; Marisa Maximiano; Ricardo Gomes. "A Client-Centered Information Security and Cybersecurity Auditing Framework". Applied Sciences 12 9 (2022): 4102-4102. https://doi.org/10.3390/app12094102.
    10.3390/app12094102
  3. Mário Antunes; Luís Miguel Lopes de Oliveira; Afonso Seguro; João Veríssimo; Ruben Salgado; Tiago Murteira. "Benchmarking Deep Learning Methods for Behaviour-Based Network Intrusion Detection". Informatics (2022): https://www.mdpi.com/2227-9709/9/1/29.
    10.3390/informatics9010029
  4. Ferreira, S; Antunes, M; Correia, ME. "Digital Forensics for the Detection of Deepfake Image Manipulations". ERCIM NEWS (2022):
  5. Mário Antunes; Carina Silva; Frederico Marques. "An Integrated Cybernetic Awareness Strategy to Assess Cybersecurity Attitudes and Behaviours in School Context". Applied Sciences (2021): https://www.mdpi.com/2076-3417/11/23/11269.
    10.3390/app112311269
  6. Sara Ferreira; Mário Antunes; Manuel E. Correia. "A Dataset of Photos and Videos for Digital Forensics Analysis Using Machine Learning Processing". Data (2021): https://www.mdpi.com/2306-5729/6/8/87.
    10.3390/data6080087
  7. Gonçalo Carnaz; Mário Antunes; Vitor Beires Nogueira. "An Annotated Corpus of Crime-Related Portuguese Documents for NLP and Machine Learning Processing". Data 6 7 (2021): 71-71. https://doi.org/10.3390/data6070071.
    10.3390/data6070071
  8. Sara Ferreira; Mário Antunes; Manuel E. Correia. "Exposing Manipulated Photos and Videos in Digital Forensics Analysis". Journal of Imaging 7 7 (2021): 102-102. https://doi.org/10.3390/jimaging7070102.
    10.3390/jimaging7070102
  9. Gonçalo Carnaz; Vitor Beires Nogueira; Mário Antunes. "A Graph Database Representation of Portuguese Criminal-Related Documents". Informatics (2021): https://www.mdpi.com/2227-9709/8/2/37.
    10.3390/informatics8020037
  10. Mário Antunes; Marisa da Silva Maximiano; Ricardo Jorge Pereira Gomes; Daniel Pinto. "Information Security and Cybersecurity Management: A Case Study with SMEs in Portugal". Journal of Cybersecurity and Privacy (2021): https://www.mdpi.com/2624-800X/1/2/12.
    10.3390/jcp1020012
  11. Nunes, Paulo; Antunes, Mário; Silva, Carina. "Evaluating cybersecurity attitudes and behaviors in Portuguese healthcare institutions". (2021): http://hdl.handle.net/10400.21/12951.
    10.1016/j.procs.2021.01.118
  12. Costa, J; Silva, C; Antunes, M; Ribeiro, B; Cósta, J. "Boosting dynamic ensemble’s performance in Twitter". Neural Computing and Applications (2019):
    10.1007/s00521-019-04599-7
  13. Costa, Joana; Silva, Catarina; Antunes, Mário; Ribeiro, Bernardete; Costa,J; Silva,C; Mário João Antunes; et al. "Adaptive learning for dynamic environments: A comparative approach". ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2017): http://hdl.handle.net/10316/44320.
    http://dx.doi.org/10.1016/j.engappai.2017.08.004
  14. Carnaz, Gonçalo; Nogueira, Vitor Beires; Antunes, Mário. "Ontology-Based Framework Applied to Money Laundering Investigations". (2017): http://hdl.handle.net/10174/22282.
  15. Costa, J.; Silva, C.; Antunes, M.; Ribeiro, B.; Costa,J; Silva,C; Mário João Antunes; et al. "Customized crowds and active learning to improve classification". Expert Systems with Applications 40 18 (2013): 7212-7219. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881183189&partnerID=MN8TOARS.
    10.1016/j.eswa.2013.06.072
  16. Antunes, M.J.; Correia, M.E.. "Self tolerance by tuning T-cell activation: An artificial immune system for anomaly detection". Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering 87 LNICST (2012): 1-15. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869594210&partnerID=MN8TOARS.
    10.1007/978-3-642-32615-8_1
  17. Antunes, M.; Silva, C.; Ribeiro, B.; Correia, M.. "A hybrid AIS-SVM ensemble approach for text classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6594 LNCS PART 2 (2011): 342-352. http://www.scopus.com/inward/record.url?eid=2-s2.0-79955090259&partnerID=MN8TOARS.
    10.1007/978-3-642-20267-4_36
  18. Antunes, M.; Correia, M.E.. "Tunable immune detectors for behaviour-based network intrusion detection". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6825 LNCS (2011): 334-347. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960349526&partnerID=MN8TOARS.
    10.1007/978-3-642-22371-6_29
  19. Costa, J.; Silva, C.; Antunes, M.; Ribeiro, B.. "The importance of precision in humour classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6936 LNCS (2011): 271-278. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052993955&partnerID=MN8TOARS.
    10.1007/978-3-642-23878-9_33
  20. Costa, J.; Silva, C.; Antunes, M.; Ribeiro, B.. "Get your jokes right: Ask the crowd". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6918 LNCS (2011): 178-185. http://www.scopus.com/inward/record.url?eid=2-s2.0-80054824659&partnerID=MN8TOARS.
    10.1007/978-3-642-24443-8_20
  21. Manuel Eduardo Correia; Mário João Antunes. "Temporal Anomaly Detection: An Artificial Immune Approach Based on T Cell Activation, Clonal Size Regulation and Homeostasis". (2010): http://repositorio.inesctec.pt/handle/123456789/2963.
    http://dx.doi.org/10.1007/978-1-4419-5913-3_33
  22. Antunes, M.; Correia, M.; Carneiro, J.. "Towards an immune-inspired temporal anomaly detection algorithm based on tunable activation thresholds". BIOSIGNALS 2009 - Proceedings of the 2nd International Conference on Bio-Inspired Systems and Signal Processing (2009): 357-362. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650517044&partnerID=MN8TOARS.
  23. Antunes, M.J.; Correia, M.E.. "An artificial immune system for temporal anomaly detection using cell activation thresholds and clonal size regulation with homeostasis". Proceedings - 2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing, IJCBS 2009 (2009): 323-326. http://www.scopus.com/inward/record.url?eid=2-s2.0-70450158467&partnerID=MN8TOARS.
    10.1109/IJCBS.2009.59
  24. Antunes, M.; Correia, M.. "TAT-NIDS: An immune-based anomaly detection architecture for network intrusion detection". Advances in Soft Computing 49 (2009): 60-67. http://www.scopus.com/inward/record.url?eid=2-s2.0-58149140070&partnerID=MN8TOARS.
    10.1007/978-3-540-85861-4_8
Report
  1. Antunes, Mário. 2010. Gestão de projectos TI e administração centralizada de sistemas e redes: cenários práticos em contexto empresarial. http://hdl.handle.net/10400.8/2691.
Thesis / Dissertation
  1. Baptista, Hugo Filipe Fontainhas. "Identificação de perfis falsos nas redes sociais". Master, 2019. http://hdl.handle.net/10400.8/4550.
  2. Santos, João Pedro Leal. "Benchmark para análise de drift no tráfego de rede". Master, 2018. http://hdl.handle.net/10400.8/3298.
  3. Vieira, Rafael Domingues. "Deteção do modus operandi de documentos contrafeitos". Master, 2018. http://hdl.handle.net/10400.8/3808.
  4. Santos, Dário Gabriel da Cruz. "Using telemedicine WebRTC tests in hospital environment". Master, 2017. http://hdl.handle.net/10400.8/3024.
  5. Silva, João Vitória. "Uma implementação opensource de um serviço de cloud do tipo IaaS". Master, 2017. http://hdl.handle.net/10400.8/2938.
  6. Barranca, Joaquim José Abrantes Pinto Bernardes. "Aplicações de telemedicina usando WEBRTC". Master, 2016. http://hdl.handle.net/10400.8/1964.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2020 - 2020 Aplicação centralizada para a gestão e fusão de logs
Supervisor
 Cibersegurança e Informática Forense (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2020 - 2020 Benchmark de Sistemas de Detecção de Intrusões baseados em comportamento com recurso a algoritmos bioinspirados
Supervisor
 Cibersegurança e Informática Forense (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2019 - 2019 Identificação de perfis falsos nas redes sociais
Supervisor
 Cibersegurança e Informática Forense (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2019 - 2019 Sistema de Deteção de Surtos através do Twitter
Supervisor
 Gestão de Sistemas de Informação Médica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Benchmark para análise de drift no tráfego de rede
Supervisor
 Engenharia Informática - Computação Móvel (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Deteção do modus operandi de documentos contrafeitos
Supervisor
 Engenharia Informática - Computação Móvel (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Uma implementação opensource de um serviço de cloud do tipo IaaS
Supervisor
 Engenharia Informática - Computação Móvel (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Using telemedicine WebRTC tests in hospital environment
Supervisor
 Gestão de Sistemas de Informação Médica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2016 Aplicações de telemedicina usando WEBRTC
Supervisor
 Gestão de Sistemas de Informação Médica (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2015 Gerador automático de configurações de equipamentos de rede em ambientes virtualizados
Supervisor
 Engenharia Informática - Computação Móvel (Master)
Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão, Portugal