Activity

Since 2004

Professor @ Polytechnic Institute of Leiria

from September 2004 to present day

Responsible for the following classes:

  • Advanced topics on networking
  • Datacenters infrastructures
  • Management and Administration of Networks and Services
  • Network security

Supervision of undergraduate final projects and MSc thesis.


[since July 2017] Course coordinator: MSc in Cybersecurity and Digital Forensics

[since 2014] Course coordinator: Post-graduation on information security and digital forensics

[since 2013] Member of the ESTG-IPLeiria scientific committee.

[2014-2017]: Member of Council of Representatives of ESTG

[2011-2015]: Course coordinator - BSc in Computers Network Engineering

[2011-2014]: Course coordinator - technical course on Computers Networking

Since 2007

Researcher @ CRACS / INESC-Tec / University of Porto

Since 2007

Effective member and senior researcher.

Main research activities: Network security, Systems and Network Administration, Network Intrusion Detection Systems, Anomaly detection, Artificial Immune Systems, Bioinspired Computational Models, Big data analytics.

→ More information

2001 - 2004

Lecturer @ Polytechnic Institute of Coimbra

from March 2001 to September 2004

Main topics: networking and distributed systems

→ More information

1988 - 2001

ICT Project Manager and SysAdmin @ Sonae

from 19888 to 2001

  • 1998-2001: project leader and senior consultant for ICT projects, expert in Unix systems and networks. I was responsible for technical consulting and management of multiple projects, mainly in ICT and retail business areas.

  • 1995-1998: senior systems and networks administrator. During this period I was responsible for the administration and management of various Unix systems (AIX, HP-UX and Linux). I was also involved in several projects on implementing high availability solutions for critical business services, using UNIX clustering technologies.

  • 1988-1995: system and networks manager. During this period I managed several ICT infrastructures, namely based on Unix systems (AIX, HP-UX), IBM proprietary architectures (AS/400, S/36 and S/38) and VAX-VMS.

→ More information

Education


University of Porto - Faculty of Science

2011

PhD in Computer Science

2001

MSc in Informatics, branch of Systems and Networks


Polytechnic Institute of Porto

1999

Degree (Licenciatura) in Computers Enginnering at School of Enginnering (ISEP)

Research

Router Configuration Generator for GNS3

Drift Oriented Tool System

IPv6 @ IPLeiria

Publications


2018

BOOK - Mário Antunes, Baltazar Rodrigues; "Introdução à Cibersegurança - a Internet, os aspetos legais e a análise digital forense" (Portuguese); 1st edition; April 2018; ISBN: 978-972-722-861-4; Editor: FCA ]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Adaptive Learning Models Evaluation in Twitter’s Timelines"; World Congress on Computational Intelligence (WCCI'18); ISBN: 978-1-5090-6014-6; pp.2697-2704 , Editor: IEEE; Julho 2018; Rio de Janeiro; Brazil [pdf]

Gonçalo Carnaz, Vitor Nogueira, Mário Antunes, Nuno Ferreira; "Named Entity Recognition for Portuguese Police Reports"; 8th Workshop in Informatics of the University of Évora (JIUE'18); Évora, Portugal [pdf]

Cristiano Alves, Nuno Anacleto, Mário Antunes; "A framework to automate network packets construction"; 13th Doctoral Symposium in Informatics Enginnering (DSIE'18); ISBN: 978-972-752-230-9; pp.218-221; January 2018; Porto; Portugal [pdf]

Daniel Pinto, Mário Antunes; "A network packets sniffer with real-time graphical analytics"; 13th Doctoral Symposium in Informatics Enginnering (DSIE'18); ISBN: 978-972-752-230-9; pp.222-225; January 2018; Porto; Portugal [pdf]


2017

João Santos, Catarina Silva, Mário Antunes; "Generating Benchmark Datasets for Intrusion Detection Systems"; 23th edition of the Portuguese Conference on Pattern Recognition (RecPad'17); October 2017; Lisbon, Portugal [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Adaptive Learning for Dynamic Environments: a Comparative Approach"; Engineering Applications of Artificial Intelligence (EAAI); IF=2.604; vol. 2 , pp. 336-345 , Editor: Elsevier; 2017 [pdf]

Gonçalo Carnaz, Vitor Nogueira, Mário Antunes; "Ontology-Based Framework Applied to Money Laundering Investigations"; 7th Workshop in Informatics of the University of Évora (JIUE'17); Évora, Portugal [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Performance Metrics for Model Fusion in Twitter Data Drifts"; 8th Iberian Conference on Pattern Recognition and Image Analysis (IBPria'17); LNCS 10255, pp. 13-21; Editor: Springer; June 2017, Algarve, Portugal [pdf]

Rafael Vieira, Mário Antunes, Catarina Silva, Ana Assis; "Automatic documents counterfeit classification using image processing and analysis"; 8th Iberian Conference on Pattern Recognition and Image Analysis (IBPria'17); LNCS 10255, pp.400-407; Editor: Springer; June 2017, Algarve, Portugal [pdf]


2016

Mário Antunes, Catarina Silva, Joaquim Barranca; "A telemedicine application using WebRTC"; International Conference on Health and Social Care Information Systems and Technologies (HCist'16); vol. 100, pp. 414-420, Editor: Elsevier; October 2016, Porto, Portugal [pdf]

Rafael Vieira, Catarina Silva, Mário Antunes, Ana Assis; "Information System for Automation of Counterfeited Documents Images Correlation"; Conference on ENTERprise Information Systems (CENTERIS'16); vol. 100, pp. 421-428, Editor: Elsevier; October 2016, Porto, Portugal [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Choice of Best Samples for Building Ensembles in Dynamic Environments"; 17th International Conference on Engineering Applications of Neural Networks (EANN'16); CCIS vol: 629; pp. 35-47, Editor: Springer; September 2016, Aberdeen, Scotland [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Twitter classification: are some examples better than others?"; 22th edition of the Portuguese Conference on Pattern Recognition (RecPad'16); October 2016; Aveiro, Portugal [Best paper award] [pdf]

Rafael Vieira, Catarina Silva, Mário Antunes, Ana Assis; "Pattern Recognition in Images of Counterfeited Documents"; 22th edition of the Portuguese Conference on Pattern Recognition (RecPad'16); pp.83-84; October 2016; Aveiro, Portugal [pdf]


2015

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Generating datasets with drift"; 21th edition of the Portuguese Conference on Pattern Recognition (RecPad'15); November 2015; Faro, Algarve, Portugal [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "DOTS: Drift Oriented Tool System"; 22nd International Conference on Neural Information Processing (ICONIP'15); LNCS vol.9492-IV, pp. 615-623, Editor: Elsevier; November 2015; Istambul, Turkey [pdf]

João Cunha, Catarina Silva, Mário Antunes; "Health Twitter Big Bata Management with Hadoop Framework"; International Conference on Health and Social Care Information Systems and Technologies (HCist'15); vol;64, pp. 425-431, Editor: Elsevier; October 2015, Algarve, Portugal [pdf]

Catarina Silva, Mário Antunes, Joana Costa, Bernardete Ribeiro; "Active Manifold Learning with Twitter Big Data"; International Neural Network Society Big Data Conference (INNS15-BigData); vol.53, pp.208-215; Editor: Elsevier; August 2015; San Francisco, USA [pdf]

Rodrigo Emiliano, Mário Antunes "Automatic network configuration in virtualized environment using GNS3"; 10th International Conference on Computer Science & Education (ICCSE'15); pp. 25-30; Editor: IEEE; July 2015; Cambridge, UK [Best student paper award] [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "The Impact of Longstanding Messages in Micro-Blogging Classification"; International Joint Conference on Neural Networks (IJCNN'15); pp. 1-8; Editor: IEEE; July 2015; Killarney, Ireland [pdf]


2014

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Learning with Drift in Twitter"; 20th edition of the Portuguese Conference on Pattern Recognition (RecPad'14); November 2014; Covilha, Portugal [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Concept Drift Awareness in Twitter Streams"; 13th International Conference on Machine Learning and Applications (ICMLA'14); pp.294-299; December 2014; Detroit, USA [pdf]

Mário Antunes, Albano Afonso, Filipe Mota Pinto; "A distributed architecture for remote validation of software licenses using USB/IP protocol"; 2nd World Conference on Information Systems and Technologies (WCIST'14); in "Advances in Intelligent Systems and Computing", Editor: Springer; Vol. 276; pp. 269-279; April 2014; Funchal, Portugal [pdf]


2013

Albano Afonso, Mário Antunes, Filipe Mota Pinto; "Validação remota de aplicações de informática forense com recurso a dongles por USB/IP"; 13ª Conferência de Redes de Computadores (CRC'13); pp.131-133; November 2013; Leiria, Portugal [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "CrowdTargeting: Making crowds more personal"; 8th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP'13); pp. 21-26; December 2013; Bayonne, France [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Customized crowds and active learning to improve classification"; Journal of Expert Systems with Applications (ESWA); Editor: Elsevier; Vol.40 ; pp. 7212-7219; IF=1.965; August 2013 [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Defining Semantic Meta-Hashtags for Twitter Classification"; 11th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA'13); Editor: Springer, Lecture Notes Computer Science; Vol. 7824, pp. 226-235; April 2013; Lausanne, Switzerland [pdf]

2012

Pedro Gomes, Mário Antunes; "Mobile edoclink: a mobile workflow and document management application for healthcare institutions"; International Conference on Health and Social Care Information Systems and Technologies (HCist'12); Editor: Elsevier; Vol.5 pp. 932-940 ; October 2012, Algarve, Portugal [pdf]

Mário Antunes, Manuel E. Correia; "Self tolerance by Tuning T-cell activation: an Artificial Immune System for anomaly detection"; Lecture Notes ICST (LNICST); Editor: Springer; Volume 87, 2012, pp 1-15 USA [pdf]

2011

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "On Using Crowdsourcing and Active Learning to Improve Classification Performance"; 11th International Conference on Intelligent Systems Design and Applications (ISDA'11); Editor: IEEE; pp. 469-474; November 2011, Cordoba, Spain [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "Get Your Jokes Right: Ask The Crowd"; 1st International Conference on Model and Data Engineering (MEDI'11); Editor: Springer, Lecture Notes Computer Science; Vol. 6918, pp. 178-185; September 2011; Óbidos, Portugal [pdf]

Joana Costa, Catarina Silva, Mário Antunes, Bernardete Ribeiro; "The Importance of Precision in humour Classification"; 12th International Conference on Intellingent Data Engineering and Automated Learning (IDEAL'11); Editor: Springer, Lecture Notes Computer Science; Vol. 6936, pp.271-278; September 2011; Norwich, UK [pdf]

Mário Antunes, Manuel E. Correia; "Tunable immune detectors for behaviour-based network intrusion detection"; 10th International Conference on Artificial Immune Systems (ICARIS) Editor: Lecture Notes Computer Science (LNCS); Vol. 6825, pp. 334-347; July 2011; Cambridge, UK [pdf]

Mário Antunes, Catarina Silva, Bernardete Ribeiro, Manuel E. Correia; "A hybrid AIS-SVM ensemble approach for text classification'', 10th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA'11); Editor: Springer, Lecture Notes Computer Science (LNCS); Vol. 6594, pp. 342-352; April 2011; Ljubljana, Slovenia [pdf]

2010

Mário Antunes, Manuel E. Correia; "Temporal Anomaly Detection: an artificial immune approach based on T-Cell activation, clonal size regulation and homeostasis"; Editor: Springer, on Advances in Computational Biology - in book series Advances in Experimental Medicine and Biology (AEMB'10); Vol.680, pp. 291-298; ISBN: 978-1-4419-5912-6; DOI: 10.1007/978-1-4419-5913-3_33 [pdf]

Mário Antunes, Manuel E. Correia; "Self tolerance by Tuning T-cell activation: an Artificial Immune System for anomaly detection"; 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing Systems (Bionetics 2010); December 2010; Boston, USA

Catarina Silva, Mário Antunes, Bernardete Ribeiro, Manuel E. Correia; "On using an ensemble approach of AIS and SVM for text classification"; 5th Workshop on Applications of Computational Intelligence (WACI'10); IEEE Portuguese Chapter; ISBN: 978-989-8331-10-6; December 2010; Coimbra, Portugal [pdf]

2009

Mário Antunes, Manuel E. Correia; "An Artificial Immune System for Temporal Anomaly Detection Using Cell Activation Thresholds and Clonal Size Regulation with Homeostasis"; International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing (IJCBS'09), Editor: IEEE, pp. 323-326, DOI: 10.1109/IJCBS.2009.59 ; August 2009; Shanghai, China [pdf]

Mário Antunes, Manuel E. Correia and Jorge Carneiro; "Towards an Immune-inspired temporal anomaly detection algorithm based on tunable activation thresholds"; International Conference on Bioinspired Systems and Signal Processing (Biosignals'09); Editor: INSTICC; pp. 357-362, January 2009, Porto, Portugal [pdf]

2008

Mário Antunes, Manuel E. Correia, "TAT-NIDS: An Immune-Based Anomaly Detection Architecture for Network Intrusion Detection"; 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics; Editor: Springer - in book series Advances of Soft Computing; Volume 49/2009, pp. 60-67, DOI: 10.1007/978-3-540-85861-4_8; October 2008, Salamanca, Spain [pdf]

Mário Antunes, Luis A. Santos, Manuel E. Correia; "On applying tunable activation threshold (TAT) hypothesis to network intrusions and spam detection"; 1st Portuguese Forum on Computational Biology (poster presentation); July, 2008; Instituto Gulbenkian de Ciência (IGC), Oeiras, Portugal [pdf]

2001 - 2007

Nuno Veiga, Mário Antunes, Vitor Santos, Alexandre Santos; "Experiments with IPv6 network mobility using NEMO protocol", MCCSIS 2007 - IADIS Multi Conference on Computer Science and Information Systems,), Track Telecommunications, Networks and Systems 2007 - TNS2007, pp. 147-151; July 2007, Lisbon, Portugal [pdf]

Victor Santos, Mário Antunes, Nuno Veiga; "Testes de mobilidade de rede (NEMO) em IPv6"; Conferência Ibérica de Sistemas e Tecnologias de Informção (CISTI 2007), July de 2007, Porto, Portugal

Vitor Santos, Mário Antunes e Nuno Veiga, “Mobilidade de rede em IPv6 - testes com o protocolo NEMO”, Conferência Engenharias'07 - inovação & desenvolvimento, Universidade da Beira Interior, November 2007, Covilhã, Portugal;

Sérgio Matos, Frederico Cardoso, Rafael Caldeirinha, Mário Antunes; “Sistema Distribuído de Teleportagem Virtual”; Conferência Engenharias'07 - inovação & desenvolvimento, Universidade da Beira Interior, November 2007, Covilhã, Portugal;

Luís Frazão, Mário Antunes e Vítor Távora; "Autenticação Web na rede e-U"; Engenharias'07 - inovação & desenvolvimento, Universidade da Beira Interior, November 2007, Covilhã, Portugal;

Mário Antunes, Manuel E. Correia; "On Applying emergent immunological concepts to network intrusion detection"; 2ª Conferência Nacional sobre Segurança Informática nas Organizações (SINO 2006); pp. 111-119, October 2006, Aveiro, Portugal [pdf]

Mário Antunes, Rui Monteiro, Manuel E. Correia, Henrique Santos; "An Immunity-Inspired Network Intrusion Detection Framework - I2NF"; 2ª Conferência Nacional sobre Segurança Informática nas Organizações (SINO 2006); pp. 120-123; October 2006, Aveiro, Portugal

Filipa Ferreira, Nélia Santos, Mário Antunes; "Clusters de alta disponibilidade - uma abordagem Open Source"; Conferência Engenharias'05 - inovação & desenvolvimento, Universidade da Beira Interior, November 2005, Covilhã, Portugal;

David Serafim, Victor Santos, Nuno Veiga, Mário Antunes; "IPv6@ESTGLeiria - Instalação de uma Rede Piloto"; Engenharias'05 - inovação & desenvolvimento, Universidade da Beira Interior, November 2005, Covilhã, Portugal;

Luís Santos, Mário Antunes; "Instalação de uma Academia Cisco"; 8ª Conferência sobre Redes de Computadores (CRC’2005); September 2005; Portalegre, Portugal [pdf]

Mário Antunes, Frank Heubach, João Cunha, Jorge Bernardino, Mark Kirby, Hugh Osborne, Dominique Laurent, Jari-Pekka Paalassalo, "New perspectives on teaching computer science in Europe", Proceedings: Enhancement of the Global Perspective for Engineering Students by Providing an International Experience, ECI Symposium Series, Volume P03; April 2003, Tomar, Portugal [pdf]

Jorge Bernardino, Mário Antunes, João Cunha, José Martinho, "Curso Europeu de Informática", 6º Congresso Ibero-americano de Inform´atica Educativa (RIBIE), November 2002; Vigo, Spain [pdf]

Jorge Bernardino, Mário Antunes, João Cunha e José Martinho, “O Ensino da Informática no Espaço Europeu: o Curso ECS", Actas do XVI Congresso da Ordem dos Engenheiros; pp. 27-29; June 2002, Coimbra, Portugal

Mário Antunes, Fernando Silva, Manuel E. Correia; "MetaWebmin: Administrção centralizada de grupos de sistemas Unix"; 4ª Conferência sobre Redes de Computadores (CRC’2001); November 2001; Covilhã, Portugal [pdf]

Technical Reports

Rafael Caldeirinha, Mário Antunes, Luis Bento, “Sistema multifuncional de Gestão de Frotas”, PT-Inovação December 2009

Mário Antunes, Manuel E. Correia; “A Network Intrusion Detection System based on the Tunable Activation Threshold theory”; Technical Report DCC-2007-02, DCC-FC & LIACC, University of Porto, April 2007 [pdf]

Mário Antunes; Manuel E. Correia; “O sistema imunitário humano, conceitos e princípios básicos para Informáticos“; (portuguese) Technical Report DCC-2006-03, DCC-FC & LIACC, University of Porto, March 2006 [pdf]

Mário Antunes; Manuel E. Correia; ”Towards a new Immunity-Inspired Intrusion Detection Framework“, Technical Report DCC-2006-04, DCC-FC & LIACC, University of Porto, October 2006 [pdf]

Mário Antunes, Carlos Natal; ”Technical Report - State-of-the-art on TMN technologies“; Internal Report - MIDWTELCO (CriticalSoftware/ISEC); June 2003

Mário Antunes; ”Technical Report - Analysis of Middleware platforms“; Internal Report - MIDWTELCO (CriticalSoftware/ISEC); May 2003

Mário Antunes; ”Technical Report - Tools and platforms for TMN integration“; Internal Report - MIDWTELCO (CriticalSoftware/ISEC); April 2003

Hobbies

Movies Readings Traveling

Contact

Address
School of Technogy and Management
Polytechnic Institute of Leiria - Campus 2
Morro do Lena - Alto do Vieiro
2411-901 Leiria
Portugal

INESC-TEC / CRACS Research Unit
Faculty of Science - University of Porto
Rua do Campo Alegre, 1021/1055
4169-007 Porto
Portugal
Email
mario . antunes @ ipleiria . pt
mantunes @ dcc . fc . up .pt