Publications
2004
J. Arellano-Uson, E. Magaña, D. Morató and M. Izal, "Interactivity anomaly detection in remote work scenarios using LSTM," in IEEE Access, doi: 10.1109/ACCESS.2024.3372405.
Arellano-Uson, J.; Magaña, E.; Morato, D.; Izal, M. Survey on Quality of Experience Evaluation for Cloud-Based Interactive Applications. Appl. Sci. 2024, 14, 1987. https://doi.org/10.3390/app14051987
2023
J. Arellano-Uson, E. Magaña, D. Morato and M. Izal, "Evaluation of RTT as an Estimation of Interactivity Time for QoE Evaluation in Remote Desktop Environments," 2023 33rd International Telecommunication Networks and Applications Conference, Melbourne, Australia, 2023, pp. 240-245, https://doi.org/10.1109/ITNAC59571.2023.10368539
2022
Eduardo Berrueta, Daniel Morato, Eduardo Magaña, Mikel Izal, Crypto-ransomware detection using machine learning models in file-sharing network scenarios with encrypted traffic, Expert Systems with Applications, 2022, 118299, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.118299.
2021
C. López, D. Morato, E. Magaña, M. Izal, Validation of HTTP Response Time from Network Traffic as an Alternative to Web Browser Instrumentation, in IEEE Transactions on Network and Service Management, ISSN 1932-4537. Q2 (47/162 in Computer Science, Information Systems, JCR 2020)
D. Morato, C. Perez, E. Magana and M. Izal, Network Simulation in a TCP-Enabled Industrial Internet of Things Environment - Reproducibility Issues for Performance Evaluation, in IEEE Transactions on Industrial Informatics, vol 18, n. 2, pags 807-815, ISSN 1551-3203. Q1 (1/49 in Engineering, Industrial, JCR 2020)
Arellano-Uson, J., Magaña, E., Morato, D., Izal, M. Protocol-agnostic method for monitoring interactivity time in remote desktop services. Multimedia Tools and Applcations 80, 19107-19135 (2021), ISSN 1380-7501. Q2 (34/108 in Computer Science, Software Engineering, JCR 2019)
2020
Tomas Hernandez-Quintanilla, Eduardo Magaña, Daniel Morató, Mikel Izal, On the reduction of authoritative DNS cache timeouts: Detection and implications for user privacy, in Journal of Network and Computer Applications, Volume 176, 2021, 102941, ISSN 1084-8045, Q1 (7/108 in Computer Science, Software Engineering, JCR 2019)
Víctor Labayen, Eduardo Magaña, Daniel Morató, Mikel Izal, Online classification of user activities using machine learning on network traffic, in Computer Networks, Volume 181, 107557, 2020, ISSN 1389-1286. Q2 (14/53 in Computer Science, Hardware & Architecture, JCR 2019)
E. Berrueta, D. Morato, E. Magaña and M. Izal, Open Repository for the Evaluation of Ransomware Detection Tools, in IEEE Access. vol. 8, pp. 65658-65669, 2020, Q1 (19/88 in Telecommunications, JCR 2018)
2019
E. Berrueta, D. Morato, E. Magaña and M. Izal, A Survey on Detection Techniques for Cryptographic Ransomware, in IEEE Access, vol. 7, pp. 144925-144944, 2019. Q1 (19/88 in Telecommunications, JCR 2018)
Eduardo Berrueta, Daniel Morató, Eduardo Magaña, Mikel Izal. High-Speed Analysis of SMB2 File Sharing Traffic without TCP Stream Reconstruction. 2019 IEEE International Symposium on Measurements and Networking, 8-10 Julio 2019, Catania, Italy
Carlos López, Daniel Morató, Eduardo Magaña, Mikel Izal. Effective analysis of secure web response time. 2019 Network Traffic Measurement and Analysis Conference, 19-21 Junio 2019, Paris
Eduardo Magaña, Iris Sesma, Daniel Morató, Mikel Izal. Remote access protocols for Desktop-as-a-Service solutions. PLoS ONE, Vol 14, issue 1, Jan 2019. ISSN 1932-6203, Q1 (15/64 in Multidisciplinary Sciences JCR 2017)
Mikel Izal, Daniel Morato, Eduardo Magaña, Santiago Garcia-Jimenez. Computation of Traffic Time Series for Large Populations of IoT Devices. Sensors, vol 19, 11 Jan 2019. ISSN 1424-8220, Q2 (16/61 in Instruments & Instrumentation JCR 2017)
2018
Daniel Morató, Eduardo Berrueta, Eduardo Magaña, Mikel Izal. Ransomware early detection by the analysis of file sharing traffic. Journal of Network and Computer Applications, Vol 124, pp 14-32, Dec 2018. Q1 (4/104 in Computer Science, Software Engineering JCR 2017)
Eduardo Berrueta, Daniel Morato, Eduardo Magaña, Mikel Izal. Ransomware Encrypted Your Files but You Restored Them from Network Traffic. 2nd Cyber Security In Networking Conference
Eduardo Miravalls-Sierra, David Muelas, Javier Ramos, Jorge E. López de Vergara, Daniel Morató, Javier Aracil. Online Detection of Pathological TCP Flows with Retransmissions in High-speed Networks. Computer Communications, Volume 127, September 2018, pages 95-104, Q2 (46/148 in Computer Science, Information Systems JCR 2016)
2017
Luis Miguel Torres, Eduardo Magaña, Daniel Morató, Santiago Garcia-Jimenez, Mikel Izal. TBDClust: Time-based density clustering to enable free browsing of sites in pay-per-use mobile Internet providers. Journal of Network and Computer Applications, vol 99, 1 Dec 2017, pag. 17-27. ISSN 1084-8045, Q1 (6/52 in Computer Science, Hardware & Architecture JCR 2016)
2015
S. Garcia-Jimenez, E. Magaña, D. Morató, M. Izal. Probing distribution in time and space for IP alias resolution. Journal of Internet Technology, vol. 16, No. 4, pp. 661-674, 2015, ISSN 1607-9264,
I. Priero, M. Izal, E. Magaña, D. Morato. Detecting Disruption Periods on TCP Servers with Passive Packet Traffic analysis. SOFTENG 2015, The First International Conference on Advances and Trends in Software Engineering, 19-24 abril 2015, Barcelona, España. Best Paper Award
I. Priero, M. Izal, E. Magaña, D. Morato. A Passive Traffic Algorithm for Detecting Unavailable Periods in TCP Services. International Journal On Advances in Networks and Services, ISSN 1942-2644, Volume 8, Issue 3&4, pp.182-191, Sep. 2015
Iria Prieto, Mikel Izal, Eduardo Magaña y Daniel Morato. A Simple Passive Method to Estimate RTT in High Bandwidth-Delay Networks. INTERNET 2015 : The Seventh International Conference on Evolving Internet, 11-16 Octubre 2015, St. Julians, Malta
Luis Miguel Torres, Eduardo Magaña, Mikel Izal y Daniel Morato. On the nature of unused TCP connections in web traffic. XXX Simposium Nacional de la Unión Científica Internacional de Radio, 2-5 Septiembre 2015, Pamplona, España
Iria Prieto, Mikel Izal, Eduardo Magaña, Daniel Morato. Midiendo retardos y pérdidas en las redes móviles de alta velocidad. XXX Simposium Nacional de la Unión Científica Internacional de Radio, 2-5 Septiembre 2015, Pamplona, España
2014
Luis Miguel Torres, Eduardo Magaña, Mikel Izal, Daniel Morato. Characterizing webpage load from the perspective of TCP connections. 2014 Federated Conference on Computer Science and Information Systems, pp. 977-984, DOI: 10.15439/2014F104, ACSIS vol. 2, September 7-10 2014, Warsaw, Poland
G. Pérez-Artieda, E. Gubía, E. Barrenechea, P. Sanchis, A. Lopez Martin, D. Astrain, D. Morató, J. López Taberna, I. Matias. Analysis of women enrollment in engineering programs at the Public University of Navarre. 2014 Frontiers in Education Conference FIE 2014, October 22-25 2014, Madrid, Spain
P. Sanchis, A. Lopez-Martin, J. Lopez-Taberna, G. Perez-Artieda, E. Gubia, E. Barrenechea, D. Astrain, D. Morato, I.R. Matias. Engineering International Programs at the Public University of Navarre: a satisfactory on-going experience in a context of industrial globalization. 2014 Frontiers in Education Conference FIE 2014, October 22-25 2014, Madrid, Spain
Ignacio de Miguel, Iria Prieto, Ramón J. Durán, Óscar González de Dios, Santiago García-Jiménez, Eduardo Magaña, Antonio Ferrero, Mikel Izal, Noemí Merayo, Daniel Morató, Rubén M. Lorenzo. Strategies for the Interconnection of Heterogeneous Optical Networks. Invited paper for the 16th International Conference on Transparent Optical Networks (ICTON 2014)
S. Garcia-Jimenez, E. Magaña, D. Morató, M. Izal. Probing distribution in time and space for IP alias resolution. Accepted for the Journal of Internet Technology
2013
S. Garcia-Jimenez, E. Magaña, M. Izal, D. Morató. Pamplona-traceroute: topology discovery and alias resolution to build router level Internet maps. Global Information Infrastructure and Networking Symposium 2013 (GIIS 2013), October 28-31, Trento, Italy
Luis Miguel Torres, Eduardo Magaña, Mikel Izal, Daniel Morato. A popularity-aware method for discovering server IP addresses related to websites. Global Information Infrastructure and Networking Symposium 2013 (GIIS 2013), October 28-31, Trento, Italy
I. Ucar, D. Morato, E. Magaña, M. Izal. Duplicate detection methodology for IP network traffic analysis. 2013 IEEE International Workshop on Measurements and Networking (M&N 2013), October 7-8, Naples, Italy
F. Espina, D. Morató, M. Izal, E. Magaña. A Proposal of Burst Cloning for Video Quality Improvement in Optical Burst Switching Networks. 17h International Conference on Optical Network Design and Modeling (ONDM 2013) (poster), April 16-19, Brest, France
F. Espina, D. Morato, M. Izal, E. Magaña. Effective Edge Node Configuration for Video Transport over Optical Burst Switched Networks. Optical Switching and Networking, Vol 10, n. 4, November 2013, pages 327-342, ISSN 1573-4277
Felix Espina, Daniel Morató, Mikel Izal, Eduardo Magaña. Analytical Model for MPEG Video Frame Loss Rates and Playback Interruptions on Packet Networks. Multimedia Tools and Applications, Vol 72, n. 1, pp 361-383, September 2014, Ed. Springer, DOI: 10.1007/s11042-012-1344-1, ISSN 1380-7501
A. Lopez-Martin, P. Sanchis, G. Perez-Artieda, E. Gubia, D. Morato, D. Astrain, E. Barrenechea, J. Lopez Taberna, I. R. Matias. Engineering Outreach Programs at the Public University of Navarre: A Holistic Approach. 2013 IEEE Global Education Conference (EDUCON 2013), Berlin, March 13-15
2012
J. L. García-Dorado, E. Magaña, P. Reviriego, M. Izal, D. Morató, J. A. Maestro, J. Aracil, J. E. López de Vergara. Network monitoring for energy efficiency in large-scale networks: the case of the Spanish Academic Network. The Journal of Supercomputing, ISSN 0920-8542, vol. 62, n. 3 (2012), pages. 1284-1304, DOI 10.1007/s11227-011-0643-z
I. Prieto, M. Izal, D. Morato, E. Magaña. Traffic generator using Perlin Noise. IEEE Global Communications Conference, Globecom 2012, Optical Networks and Systems (ONS), December 3-7 2012, Anaheim, California, U.S.A.
S. Garcia-Jimenez, E. Magaña, M. Izal, D. Morató. Validity of router responses for IP aliases resolution. 11th IFIP Networking 2012, May 21 – 25, 2012. Prague, Czech Republic. Lecture Notes in Computer Science, Volume 7289, pp.358-369, ISBN 978-3-642-30044-8, ISSN 0302-9743, DOI 10.1007/978-3-642-30045-5_27
Luis Miguel Torres, Eduardo Magaña, Mikel Izal, Daniel Morato. Strategies for Automatic Labelling of Web Traffic Traces. 37th Annual IEEE Conference on Local Computer Networks, LCN 2012. ISBN-IEEE Xplore: 978-1-4673-1564-7, ISBN-CDROM: 978-1-4673-1563-0. pp.196-199. Clearwater, Florida, USA, October 22-25 2012
Luis Miguel Torres, Eduardo Magaña, Mikel Izal, Daniel Morato. Identifying Sessions to Websites as an Aggregation of Related Flows. IEEE NETWORKS 2012, 15th International Telecommunications Network Strategy and Planning Symposium. ISBN 978-1-4673-1389-6. Rome, Italy, October 15th - 18th 2012.
2011
F. Espina, D. Morato, M. Izal, E. Magaña. Improving Video Quality in Network Paths With Bursty Losses. Globecom 2011, December 5-9 2011, Houston, Texas, EE.UU.
V. Moreno, J.J. Garnica, F.J. Gomez-Arribas, S. Lopez-Buedo, I. Gonzalez, J. Aracil, M. Izal, E. Magaña, D. Morato. High-accuracy network monitoring using ETOMIC testbed. 2011 7th EURO-NGI Conference on Next Generation Internet Networks, June 27-29 2011, Kaiserslautern, Germany. ISBN 978-1-4577-0915-9. DOI: 10.1109/NGI.2011.5985875.
Iria Prieto, Eduardo Magaña, Mikel Izal, Daniel Morato. Botnet detection based on DNS records and active probing. International Conference on Security and Cryptography SECRYPT 2011 (International Joint Conference on e-Business and Telecommunications), pp.307-316, ISBN 978-989-8425-71-3. Seville, Spain, July 18-21 2011.
Santiago Garcia-Jimenez, Eduardo Magaña, Daniel Morató and Mikel Izal. On the performance and improvement of alias resolution methods for Internet core networks. Annals of Telecommunications, Springer Paris, ISSN 0003-4347, Vol. 66, No 1-2, January-February 2011. [pdf]
2010
Luis Miguel Torres, Eduardo Magaña, Mikel Izal, Daniel Morató, Guzmán Santafé, An anomaly-based intrusion detection system for IEEE 802.11 networks, accepted for the IFIP Wireless Days 2010, Venice, Italy, October 20-22, 2010
M. Izal, F. Espina, D. Morató and E. Magaña, Ingress traffic classification versus aggregation in video over OBS networks, 2nd Workshop on Multilayer Networks, Vilanova i la Geltru, Spain, June 14-16, 2010, pages 47-52
M. Izal, F. Espina, D. Morató and E. Magaña, OBS network model for OMNeT++: A performance evaluation, Accepted for the OMNeT++ workshop 2010, Torremolinos, Spain, February 15th
Istvan Csabai, Attila Fekete, Peter Haga1, Bela Hullar, Gabor Kurucz, Sandor Laki, Peter Matray, Jozsef Steger, Gabor Vattay, Felix Espina, Santiago Garcia-Jimenez, Mikel Izal, Eduardo Magaña, Daniel Morato, Javier Aracil, Francisco Gomez, Ivan Gonzalez, Sergio Lopez-Buedo, Victor Moreno and Javier Ramos, ETOMIC Advanced Network Monitoring System for Future Internet Experimentation, Accepted for the TridentCom 2010, May 18-20, Berlin
2009
S. García-Jiménez, E. Magaña, M. Izal and D. Morató, IP addresses distribution in Internet and its application on reduction methods for IP alias resolution, 4th IEEE LCN Workshop on Network Measurements (WNM 2009), ISBN: 978-1-4244-4488-5 pages 1079-1086, IEEE 34th LCN Conference, October 23rd, Zürich, Switzerland, DOI: 10.1109/LCN.2009.5355210
Felix Espina, Daniel Morató Osés, Javier Armendariz, Mikel Izal and Eduardo Magaña, Arquitectura y diseño de un modelo de red OBS para simulación, VIII Jornadas de Ingeniería Telemática (JITEL), September 15-17th, Cartagena, Spain
S. García-Jiménez, E. Magaña, D. Morató and M. Izal, Improving Efficiency of IP Alias Resolution based on Offsets between IP Addresses , 21th International Teletraffic Congress, 15-17th September, Paris, France
Felix Espina, Mikel Izal, Daniel Morató and Eduardo Magaña, Performance Analysis of OBS Edge Nodes for Video Streaming, Accepted for the International Conference on Computer Communications and Networks (ICCCN 2009)
Felix Espina, Mikel Izal, Daniel Morató and Eduardo Magaña, The effect of multiplexing video flows in the performance of OBS edge node buffers, Accepted for the 14th European Conference on Networks and Optical Communications (NOC/OC&I 2009), Valladolid, España, Junio 10-12
D. Careglio (editor), J. Aracil , S. Azodolmolky , J. García-Haro, S. Gunreben, G. Hu, M. Izal, A. Kimsas, M. Klinkowski, M. Köhn, E. Magaña, D. Morató, P. Pavón-Mariño, J. Perelló, J. Scharf, S. Spadaro, I. Tomkos, A. Tzanakaki and J. Veiga-Gontán, Performance Issues in Optical Burst/Packet Switching, Chapter 7 from "Towards Digital Optical Networks", Informe Final de la Acción COST 291, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 5412 LNCS, 2009, Pages 189-235, ISBN: 978-3-642-01523-6, Editorial Springer Berlin / Heidelberg, DOI: 10.1007/978-3-642-01524-3_8
Daniel Morató, Javier Aracil, Jose Alberto Hernandez and José Luis García Dorado, On the blocking time distribution of core OBS switches, Photonic Network Communications Volume 18, Number 3, December 2009, DOI: 10.1007/s11107-009-0194-x
S. García-Jiménez, E. Magaña, D. Morató and M. Izal, Techniques for better alias resolution in Internet topology discovery, IM 2009 mini conference, June 1-5, Long Island, NY, EEUU
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