Igor Santos


You can find my full list of publications in my Google Scholar profile.

In this page, you will find my peer reviewed publications along with the pre-print version of each paper, bibliographic information and additional material if available. For other type of publications (edited proceedings, thesis, technical reports, divulgative work, etc.) visit this other page.

2020

  • Dirty Clicks: A Study of the Usability and Security Implications of Click-related Behaviors on the Web
    Iskander Sanchez-Rola, Davide Balzarotti, Christopher Kruegel, Giovanni Vigna, Igor Santos
    Proceedings of the International World Wide Web Conference (WWW), Tapei, China, 2020 (acceptance rate: 19.2%)
    pdf | slides | bibtex

2019

  • BakingTimer: Privacy Analysis of Server-Side Request Processing Time
    Iskander Sanchez-Rola, Davide Balzarotti, Igor Santos
    Proceedings of the Annual Computer Security Applications Conference (ACSAC), San Juan, Puerto Rico, US, 2019 (acceptance rate: 22.6%)
    pdf | slides | bibtex
  • Can I Opt Out Yet? GDPR and the Global Illusion of Cookie Control
    Iskander Sanchez-Rola, Matteo Dell'Amico, Platon Kotzias, Davide Balzarotti, Leyla Bilge, Pierre-Antoine Vervier, Igor Santos
    Proceedings of the ACM Asia Conference on Computer and Communications Security (ASIACCS), Auckland, New Zeland, 2019 (acceptance rate: 17.0%)
    pdf | slides | bibtex

2018

  • Clock Around the Clock: Time-Based Device Fingerprinting
    Iskander Sanchez-Rola, Igor Santos, Davide Balzarotti
    Proceedings of the 25th ACM Conference on Computer and Communications Security (CCS), Toronto, Canada, 2018 (acceptance rate: 16.6%)
    pdf | slides | talk | bibtex
    [Media coverage: New Scientist | Metro | TechNews | ...]
  • Knockin' on Trackers' Door: Large-Scale Automatic Analysis of Web Tracking
    Iskander Sanchez-Rola, Igor Santos
    Proceedings of the 15th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA), Saclay, France, 2018 (acceptance rate: 30.5%)
    pdf | slides | bibtex

2017

  • Extension Breakdown: Security Analysis of Browsers Extension Resources Control Policies
    Iskander Sanchez-Rola, Igor Santos, Davide Balzarotti
    Proceedings of the 26th Usenix Security Symposium (Sec), Vancouver, Canada, 2017 (acceptance rate: 16.28%)
    pdf | slides | talk | bibtex
    [Media coverage: SecurityWeek | BleepingComputer | Ghacks (1) | Ghacks (2) | FayerMayer |...]
  • The Onions Have Eyes: A Comprehensive Structure and Privacy Analysis of Tor Hidden Services
    Iskander Sanchez-Rola, Davide Balzarotti, Igor Santos
    Proceedings of the 26th International World Wide Web Conference (WWW), Perth, Australia, 2017 (acceptance rate: 17.0%)
    pdf | slides | bibtex
    [Media coverage: New Scientist | Daily Mail | DeepDotWeb | Jornal Ciencia |...]
  • The web is watching you: A comprehensive review of web-tracking techniques and countermeasures
    Iskander Sanchez-Rola, Xabier Ugarte-Pedrero, Igor Santos,Pablo G. Bringas
    Logic Journal of the IGPL vol 25, n 1 (Special Issue CISIS 2015), pp. 18-29, 2017. 10.1093/jigpal/jzw041
    pdf | bibtex

2016

  • Data is Flowing in the Wind: A Review of Data-Flow Integrity Methods to Overcome Non-Control-Data Attack
    Irene Díez-Franco, Igor Santos
    Proceedings of the 9th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Donostia-San Sebastián, Spain. 2016
    pdf | slides | bibtex
  • Feel me Flow: A Review of Control-Flow Integrity Methods for User and Kernel Space
    Irene Díez-Franco, Igor Santos
    Proceedings of the 9th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Donostia-San Sebastián, Spain. 2016
    pdf | slides | bibtex
  • Static analysis: a brief survey
    Iván García-Ferreira, Carlos Laorden, Igor Santos, Pablo G. Bringas
    Logic Journal of the IGPL vol 24, n 6 (Special Issue CISIS 2014), pp. 871-882, 2016. 10.1093/jigpal/jzw042
    pdf | bibtex
  • Anomaly-based user comments detection in social news websites using troll user comments as normality representation
    Jorge de-la-Peña-Sordo, Iker Pastor-López, Xabier Ugarte-Pedrero, Igor Santos, Pablo G. Bringas
    Logic Journal of the IGPL vol 24, n 6 (Special Issue CISIS 2014), pp. 883-898., 2016. 10.1093/jigpal/jzw043
    pdf | bibtex
  • Text Normalization and Semantic Indexing to Enhance Instant Messaging
    Tiago A. Almeida, Tiago P. Silva, Igor Santos, José María Gomez-Hidalgo
    Knowledge-Based Systems vol 108, pp. 25-32. 2016. ISSN (online): 1368-9894, ISSN (print): 1367-0751. DOI: 10.1016/j.knosys.2016.05.001
    pdf | bibtex
  • RAMBO: Run-time packer Analysis with Multiple Branch Observation
    Xabier Ugarte-Pedrero, Davide Balzarotti, Igor Santos, Pablo G. Bringas
    Proceedings of the 13th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA). San Sebastián, Spain. 2016. (acceptance rate: 31.8%)
    pdf | slides | bibtex
  • Epidemic Model for Malware Targeting Telephony Networks
    Iosif Androulidakis, Sergio Huerta, Vasileios Vlachos, Igor Santos
    Proceedings of the 23rd International Conference on Telecommunications (ICT). Thessalonica, Greece. 2016.
    pdf | bibtex
  • Supervised machine learning for the detection of troll profiles in twitter social network: application to a real case of cyberbullying
    Patxi Galán-García, José Gaviria-de-la-Puerta, Carlos Laorden, Igor Santos, Pablo G. Bringas
    Logic Journal of the IGPL. Volume 24, Issue 1 (Special Issue CISIS 2013), pp. 42-53. 2016.
    pdf | bibtex

2015

  • Negobot: Detecting paedophile activity with a conversational agent based on game theory
    Carlos Laorden, Patxi Galán-García, Igor Santos, Borja Sanz, Javier Nieves, Pablo G. Bringas, José M. Gómez-Hidalgo
    Logic Journal of IGPL. Volume 23, Issue 1 (Special Issue CISIS 2012), pp. 17-30. 2015.
    pdf | bibtex
  • Using Dalvik Opcodes for Malware Detection on Android
    José Gaviria-de-la-Puerta, Borja Sanz, Igor Santos, Pablo G. Bringas
    Proceedings of the International Conference on Hybrid Artificial Intelligent Systems. Bilbao, Spain, pp. 416-426. 2015
    pdf | bibtex
  • The Evolution of Permission as Feature for Android Malware Detection
    José Gaviria de la Puerta, Borja Sanz, Igor Santos, Pablo G. Bringas
    Proceedings of the 8th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Burgos, Spain, pp. 389-400. 2015
    pdf | bibtex
  • Tracking Users Like There is No Tomorrow: Privacy on the Current Internet
    Iskander Sánchez-Rola, Xabier Ugarte-Pedrero, Igor Santos, Pablo G.Bringas
    Proceedings of the 8th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Burgos, Spain, pp. 473-483. 2015
    pdf | bibtex
  • [SoK] Deep Packer Inspection: A Longitudinal Study of the Complexity of Run-Time Packers
    Xabier Ugarte-Pedrero, Davide Balzarotti, Igor Santos, Pablo G. Bringas
    Proceedings of the 36th IEEE Symposium on Security and Privacy (Oakland). San Jose, CA. 2015. (acceptance rate: 13.8%)
    pdf | talk | bibtex
  • Surface Defect Categorization of Imperfections in High Precision Automotive Iron Foundries using Best Crossing Line Profile
    Iker Pastor-López, Igor Santos, Pablo G. Bringas
    Proceedings of the 10th IEEE Conference on Industrial Electronics and Applications (ICIEA). Auckland, New Zealand, 2015.
    pdf | bibtex
  • Using Compression Models for Filtering Troll Comments
    Jorge de-la-Peña-Sordo, Igor Santos, Pablo G. Bringas
    Proceedings of the 10th IEEE Conference on Industrial Electronics and Applications (ICIEA). Auckland, New Zealand, 2015.
    pdf | bibtex

2014

  • Procedural Playable Cave Systems based on Voronoi Diagram and Delaunay Triangulation
    Aitor Santamaría-Ibirika, Xabier Cantero, Sergio Huerta, Igor Santos, Pablo G. Bringas
    International Conference on Cyberworlds (CW). Santander, Spain, pp. 15-22. 2014.
    pdf | bibtex
  • Study on the effectiveness of anomaly detection for spam filtering
    Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Javier Nieves, Pablo G. Bringas
    Information Sciences vol. 277, pp. 421-444. 2014.
    pdf | bibtex
  • Procedural approach to volumetric terrain generation
    Aitor Santamaría-Ibirika, Xabier Cantero, Mikel Salazar, Jaime Devesa, Igor Santos, Sergio Huerta, Pablo G. Bringas
    The Visual Computer. vol. 30, n 9 pp. 997-1007. 2014.
    pdf | bibtex
  • On the adoption of anomaly detection for packed executable filtering
    Xabier Ugarte-Pedrero, Igor Santos, Iván García-Ferreira, Sergio Huerta, Borja Sanz, Pablo G. Bringas
    Computers & Security. vol. 43, pp. 126-144. 2014.
    pdf | bibtex
  • Enhancing the stationary state prediction in Model Predictive Control systems to avoid Dross defect in heavy-section foundries
    Javier Nieves, Igor Santos, Pablo G. Bringas, Argoitz Zabala, Jon Sertucha
    Proceedings of the IEEE 9th Conference on Industrial Electronics and Applications (ICIEA). Hangzhou, China, pp. 424-429. 2014.
    pdf | bibtex
  • A Survey on Static Analysis and Model Checking
    Iván García-Ferreira, Carlos Laorden, Igor Santos, Pablo G. Bringas
    Proceedings of the 7th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Bilbao, Spain, pp. 443-452. 2014.
    pdf | bibtex
  • Normalização Textual e Indexação Semântica Aplicadas na Filtragem de SMS Spam
    Tiago P. Silva, Igor Santos, Tiago A. Almeida, José M. Gómez-Hidalgo
    Anais do XI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC'14). São Carlos, Brazil. 2014.
    Best paper award
    pdf | bibtex
  • An Empirical Study on Word Sense Disambiguation for Adult Content Filtering
    Igor Santos, Patxi Galán-García, Carlos Laorden, Javier Nieves, Borja Sanz, Pablo G. Bringas, José M. Gómez-Hidalgo
    Proceedings of the 7th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Bilbao, Spain, pp. 537-544. 2014.
    pdf | bibtex
  • Anomalous User Comment Detection in Social News Websites
    Jorge de-la-Peña-Sordo, Iker Pastor-López, Xabier Ugarte-Pedrero, Igor Santos, Pablo G Bringas
    Proceedings of the 7th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Bilbao, Spain, pp. 517-526. 2014.
    pdf | bibtex
  • Visión artificial basada en aprendizaje automático para la categorización de defectos superficiales en fundición
    Iker Pastor-López, Jorge de-la-Peña-Sordo, Sendoa Rojas, Igor Santos, Pablo G. Bringas
    DYNA-Ingeniería e Industria. vol. 89, n 3, pp. 325–332. 2014.
    pdf | bibtex

2013

  • Reversing the Effects of Tokenisation Attacks against Content-Based Spam Filters
    Igor Santos, Carlos Laorden, Borja Sanz, Pablo G. Bringas
    International Journal of Security and Networks (IJSN). vol. 8, n. 2, pp. 106-116. 2013.
    pdf | bibtex
  • MAMA: Manifest Analysis for Malware Detection in Android
    Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Javier Nieves, Pablo G. Bringas, Gonzalo Alvarez
    Cybernetics and Systems: An International Journal. vol. 44, n. 6-7, pp. 469-488. 2013.
    pdf | bibtex
  • Spam Filtering through Anomaly Detection
    I Santos, Carlos Laorden, Xabier Ugarte, Borja Sanz, PG Bringas
    Part IV: Security and Cryptography. E-Business and Telecommunications. vol. 314, pp. 203-216. 2013.
    pdf | bibtex
  • Utilización de algoritmos de meta-clasificación para la mejora de los Modelos Predictivos de Control
    Javier Nieves, Igor Santos, Pablo G. Bringas
    DYNA-Ingeniería e Industria. vol. 88, n 3, pp. 291-299. 2013.
    pdf | bibtex
  • Opcode Sequences as Representation of Executables for Data-mining-based Unknown Malware Detection
    Igor Santos, Félix Brezo, Xabier Ugarte-Pedrero, Pablo G Bringas
    Information Sciences. vol. 231, pp. 64-82. 2013.
    pdf | bibtex
  • Collective Classification for Spam Filtering
    Carlos Laorden, Borja Sanz, Igor Santos, Patxi Galán-García, Pablo G. Bringas
    Logic Journal of the IGPL. vol. 21, n. 4 (Special Issue CISIS 2011), pp. 540-548. 2013.
    pdf | bibtex
  • Collective Classification for Packed Executable Identification
    Xabier Ugarte-Pedrero, Igor Santos, Carlos Laorden, Borja Sanz, Pablo G. Bringas
    Computer Systems Science & Engineering. vol. 28, n. 1, pp. 25-36. 2013.
    pdf | bibtex
  • NOA: An Information Retrieval Based Malware Detection System
    Igor Santos, Xabier Ugarte-Pedrero, Félix Brezo, Pablo G. Bringas, Joseé M. Gómez-Hidalgo
    Computing And Informatics. vol. 32, pp. 145-174. 2013.
    pdf | bibtex
  • Enhanced Image Segmentation using Quality Threshold Clustering for Surface Defect Categorisation in High Precision Automotive Castings
    Iker Pastor-López, Igor Santos, Jorge De-La-Peña-Sordo, Iván García-Ferreira, Asier Gonzalez-Zabala, Pablo G. Bringas
    Proceedings of the 8th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO). Salamanca, Spain. 2013.
    pdf | bibtex
  • Supervised Machine Learning for the Detection of Troll Profiles in Twitter Social Network: Application to a Real Case of Cyberbullying
    Patxi Galán-García, José Gaviria-de-la-Puerta, Carlos Laorden, Igor Santos, Pablo G. Bringas
    Proceedings of the 6th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Salamanca, Spain. 2013.
    pdf | bibtex
  • Anomaly Detection using String Analysis for Android Malware Detection
    Borja Sanz, Igor Santos, Xabier Ugarte-Pedrero, Carlos Laorden, Javier Nieves, Pablo G. Bringas
    Proceedings of the 6th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Salamanca, Spain. 2013.
    pdf | bibtex
  • Twitter Content-based Spam Filtering
    Igor Santos, Igor Miñambres-Marcos, Carlos Laorden, Patxi Galán-García, Aitor Santamaría-Ibirika, Pablo G. Bringas
    Proceedings of the 6th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Salamanca, Spain. 2013.
    pdf | bibtex
  • Social News Website Moderation through Semi-supervised Troll User Filtering
    Jorge De-La-Peña-Sordo, Igor Santos, Iker Pastor-López, Pablo G. Bringas
    Proceedings of the 6th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Salamanca, Spain. 2013.
    pdf | bibtex
  • Instance-based Anomaly Method for Android Malware Detection
    Borja Sanz, Igor Santos, Xabier Ugarte-Pedrero, Carlos Laorden, Javier Nieves, Pablo G. Bringas
    Proceedings of the 10th International Conference on Security and Cryptography (SECRYPT). Reykjavik, Iceland. 2013.
    pdf | bibtex
  • Supervised Learning Classification for Dross Prediction in Ductile Iron Casting Production
    Igor Santos, Javier Nieves, Pablo G. Bringas, Argoiz Zabala, Jon Sertucha
    Proceedings of 8th IEEE Conference in Industrial Electronics and Applications (ICIEA). Melbourne, Australia. 2013.
    pdf | bibtex
  • Evolutionary Programming to Adjust the Process in High Precision Foundries
    Javier Nieves, Igor Santos, Pablo G. Bringas
    Proceedings of 8th IEEE Conference in Industrial Electronics and Applications (ICIEA). Melbourne, Australia. 2013.
    pdf | bibtex
  • Collective Classification for the Detection of Surface Defects in High Precision Foundry
    Iker Pastor-López, Igor Santos, Jorge de-la-Peña-Sordo, Miker Salazar, Aitor Santamaría-Ibirika, Pablo G. Bringas
    Proceedings of 8th IEEE Conference in Industrial Electronics and Applications (ICIEA). Melbourne, Australia. 2013.
    pdf | bibtex
  • Filtering Trolling Comments through Collective Classication
    Jorge de-la-Peña-Sordo, Igor Santos, Iker Pastor-López, Pablo G. Bringas
    Proceedings of the 7th International Conference on Network and System Security (NSS). Madrid, Spain. 2013.
    pdf | bibtex
  • MADS: Malicious Android Applications Detection through String Analysis
    Borja Sanz, Igor Santos, Javier Nieves, Carlos Laorden, Iñigo Alonso-González, Pablo G. Bringas
    Proceedings of the 7th International Conference on Network and System Security (NSS). Madrid, Spain. 2013.
    pdf | bibtex
  • JURD: Joiner of Un-Readable Documents to Reverse Tokenization Attacks to Content-based Spam Filters
    Igor Santos, Carlos Laorden, Borja Sanz, Pablo G. Bringas
    Proceedings of the 9th IEEE Consumer Communications and Networking Conference (CCNC). Las Vegas, USA. 2013.
    pdf | bibtex

2012

  • Automatic Categorisation of Comments in Social News Websites
    Igor Santos, Jorge de-la-Peña-Sordo, Iker Pastor-López, Patxi Galán-García, Pablo G. Bringas
    Expert Systems With Applications. vol. 39 n. 18, pp. 13417–13425. 2012.
    pdf | bibtex
  • Word Sense Disambiguation for Spam Filtering
    Carlos Laorden, Igpr Santos, Borja Sanz, Gonzalo Álvarez, Pablo G. Bringas
    Electronic Commerce Research and Applications. vol. 11 n. 3, pp. 290–298. 2012.
    pdf | bibtex
  • Enhanced Topic-based Vector Space Model for Semantics-aware Spam Filtering
    Igor Santos, Carlos Laorden, Borja Sanz, Pablo G. Bringas
    Expert Systems With Applications. vol. 39 n. 1, pp. 1437-444. 2012.
    pdf | bibtex
  • Clasificación supervisada de paquetes procedentes de una botnet HTTP.
    Félix Brezo, José Gaviria de-la-Puerta, Xabier Ugarte-Pedrero, Igor Santos, David Barroso, Pablo G. Bringas
    Proceedings of the 23th Conferencia Latinoamericana en Informática (CLEI). Medellín, Colombia. 2012.
    pdf | bibtex
  • Negobot: A conversational agent based on game theory for the detection of paedophile behaviour
    Carlos Laorden, Patxi Galán-García, Igor Santos, Borja Sanz, José M. Gómez-Hidalgo, Pablo G. Bringas
    Proceedings of the 5th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Ostrava, Czech Republic. 2012.
    pdf | bibtex
  • PUMA: Permission Usage to detect Malware in Android
    Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Pablo G Bringas, Gonzalo Alvarez
    Proceedings of the 5th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Ostrava, Czech Republic. 2012.
    pdf | bibtex
  • Adult Content Filtering through Compression-based Text Classification
    Igor Santos, Patxi Galán-García, Aitor Santamaría-Ibirika, Borja Alonso-Isla, Iker Alabau-Sarasola, Pablo G. Bringas
    Proceedings of the 5th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Ostrava, Czech Republic. 2012.
    pdf | bibtex
  • C&C Techniques in Botnet Development
    Félix Brezo, José Gaviria de-la-Puerta, Igor Santos, David Barroso, Pablo G. Bringas
    Proceedings of the 5th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Ostrava, Czech Republic. 2012.
    pdf | bibtex
  • OPEM: A Static-Dynamic Approach for Machine-learning-based Malware Detection
    Igor Santos, Jaime Devesa, Félix Brezo, Javier Nieves, Pablo G. Bringas
    Proceedings of the 5th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Ostrava, Czech Republic. 2012.
    pdf | bibtex
  • Combination of Machine-Learning Algorithms for Fault Prediction in High-Precision Foundries
    Javier Nieves, Igor Santos, Pablo G. Bringas
    Proceedings of the 23rd International Conference on Database and Expert Systems Applications (DEXA). Vienna, Austria. 2012.
    pdf | bibtex
  • Collective Prediction of Ultimate Tensile Strength in High-precision Foundries
    Igor Santos, Javier Nieves, Pablo G. Bringas
    Proceedings of 7th IEEE Conference in Industrial Electronics and Applications (ICIEA). Singapore, Singapore. 2012.
    pdf | bibtex
  • Machine-learning-based Surface Defect Detection and Categorisation in High-Precision Foundry
    Iker Pastor-López, Igor Santos, Aitor Santamaría-Ibirika, Mikel Salazar, Jorge de-la-Peña-Sordo, Pablo G. Bringas
    Proceedings of 7th IEEE Conference in Industrial Electronics and Applications (ICIEA). Singapore, Singapore. 2012.
    pdf | bibtex
  • Collective Classification for the Prediction of Microshrinkages in Foundry Production
    Igor Santos, Javier Nieves, Carlos Laorden, Borja Sanz, Pablo G. Bringas
    Proceedings of the World Automation Congress (WAC). Puerto Vallarta, Mexico. 2012.
    pdf | bibtex
  • On the Study of Anomaly-based Spam Filtering Using Spam as Representation of Normality
    Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Javier Nieves, Pablo G. Bringas
    Proceedings of the 9th IEEE Consumer Communications and Networking Conference (CCNC). Las Vegas, Nevada. 2012.
    pdf | bibtex
  • On the Automatic Categorisation of Android Applications
    Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Pablo G. Bringas
    Proceedings of the 9th IEEE Consumer Communications and Networking Conference (CCNC). Las Vegas, Nevada. 2012.
    pdf | bibtex
  • Countering Entropy Measure Attacks on Packed Software Detection
    Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Carlos Laorden, Pablo G. Bringas
    Proceedings of the 9th IEEE Consumer Communications and Networking Conference (CCNC). Las Vegas, Nevada. 2012.
    pdf | bibtex

2011

  • Using Opcode Sequences in Single-Class Learning to Detect Unknown Malware
    Igor Santos, Félix Brezo, Borja Sanz, Carlos Laorden, Pablo G. Bringas
    IET Information Security. vol. 5 n. 4, pp. 220–227. 2012.
    pdf | bibtex
  • Modelo Predictivo de Control en Fundiciones de Alta Precisión, un Nuevo Enfoque para la Fase de Predicción
    Javier Nieves, Igor Santos, Pablo G. Bringas
    Revista de Metalurgia. vol. 41 n. 4, pp. 197-204. 2012.
    pdf | bibtex
  • Boosting Scalability in Anomaly-based Packed Executable Filtering
    Xabier Ugarte-Pedrero, Igor Santos, Pablo G. Bringas
    Proceedings of the 7th International Conference on Information Security and Cryptology (INSCRYPT). Beijing, China. 2011.
    pdf | bibtex
  • Enhancing Scalability in Anomaly-based Email Spam Filtering
    Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Pablo G. Bringas
    Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference (CEAS). Perth, Australia. 2011.
    pdf | bibtex
  • Collective Classification for Packed Executable Identification
    Igor Santos, Xabier Ugarte-Pedrero, Borja Sanz, Carlos Laorden, Pablo G. Bringas
    Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference (CEAS). Perth, Australia. 2011.
    pdf | bibtex
  • Semi-supervised Learning for Packed Executable Detection
    Xabier Ugarte-Pedrero, Igor Santos, Pablo G. Bringas, Mikel Gastesi, José Miguel Esparza
    Proceedings of the 5th International Conference on Network and System Security (NSS). Milan, Italy. 2011.
    pdf | bibtex
  • Challenges and Limitations in Current Botnet Detection
    Félix Brezo, Igor Santos, Pablo G. Bringas, José L. del-Val
    Proceedings of the 6th International Workshop on Flexible Database and Information System Technology (FlexDBIST). Toulouse, France. 2011.
    pdf | bibtex
  • Anomaly Detection for the Prediction of Ultimate Tensile Strength in Iron Casting Production
    Igor Santos, Javier Nieves, Xabier Ugarte-Pedrero, Pablo G. Bringas
    Proceedings of the 22nd International Conference on Database and Expert Systems Applications (DEXA). Toulouse, France. 2011.
    pdf | bibtex
  • Anomaly Detection for High Precision Foundries
    Javier Nieves, Igor Santos, Xabier Ugarte-Pedrero, Pablo G. Bringas
    Proceedings of the 9th IEEE International Conference on Industrial Informatics (INDIN). Caparica, Portugal. 2011.
    pdf | bibtex
  • Collective Classification for Unknown Malware Detection
    Igor Santos, Carlos Laorden, Pablo G. Bringas
    Proceedings of the 6th International Conference on Security and Cryptography (SECRYPT). Sevilla, Spain. 2011.
    pdf | bibtex
  • Anomaly-based Spam Filtering
    Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Borja Sanz, Pablo G. Bringas
    Proceedings of the 6th International Conference on Security and Cryptography (SECRYPT). Sevilla, Spain. 2011.
    pdf | bibtex
  • Structural Feature based Anomaly Detection for Packed Executable Identification
    Xabier Ugarte-Pedrero, Igor Santos, Pablo G. Bringas
    Proceedings of the 4th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Torremolinos, Spain. 2011.
    pdf | bibtex
  • Collective Classification for Spam Filtering
    Carlos Laorden, Borja Sanz, Igor Santos, P Galán-García, Pablo G. Bringas
    Proceedings of the 4th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Torremolinos, Spain. 2011.
    pdf | bibtex
  • Opcode-sequence-based Semi-supervised Unknown Malware Detection
    Igor Santos, Borja Sanz, Carlos Laorden, Félix Brezo, Pablo G. Bringas
    Proceedings of the 4th International Conference on Computational Intelligence in Security for Information Systems (CISIS). Torremolinos, Spain. 2011.
    pdf | bibtex
  • Semi-supervised Learning for Unknown Malware Detection
    Igor Santos, Javier Nieves, Pablo G. Bringas
    Proceedings of the 6th International Symposium on Distributed Computing and Artificial Intelligence (DCAI). Salamanca, Spain. 2011.
    pdf | bibtex

2010

  • Bayesian Networks for Network Intrusion Detection
    Pablo G. Bringas, Igor Santos
    Bayesian Network. pp. 229–244. 2010.
    pdf | bibtex
  • Machine-Learning-Based Defect Prediction in High-Precision Foundry Production
    Igor Santos, Javier Nieves, Pablo G. Bringas, Yoseba K. Penya
    Structural Steel and Castings: Shapes and Standards, Properties and Applications. pp. 259-276. 2010.
    pdf | bibtex
  • Automated Image Analysis and Artificial Intelligence applied to microscopic images: a new methodology for the morphological characterization of nano-particles
    J López-de-Uralde, Teresa Guraya, Ana Okariz, Enkarni Gómez, Agustín Zubillaga, Igor Santos
    Proceedings of Modelling of Elastomeric Materials and Products. London, UK. 2010.
    pdf | bibtex
  • Enhancing Fault Prediction on Automatic Foundry Processes
    Igor Santos, Javier Nieves, Pablo G. Bringas
    Proceedings of World Automation Congress (WAC). Kobe, Japan. 2010.
    pdf | bibtex
  • Overcoming data gathering errors for the prediction of mechanical properties on high precision foundries
    Javier Nieves, Igor Santos, Pablo G. Bringas
    Proceedings of World Automation Congress (WAC). Kobe, Japan. 2010.
    pdf | bibtex
  • Automatic Morphological Categorisation of Carbon Black Nano-aggregates
    J López-de-Uralde, Iraide Ruiz, Igor Santos, Agustín Zubillaga, Pablo G. Bringas, Ana Okariz, Teresa Guraya
    Proceedings of the 21st International Conference on Database and Expert Systems Applications (DEXA). Bilbao, Spain. 2010.
    pdf | bibtex
  • Enhanced Foundry Production Control
    Javier Nieves, Igor Santos, Yoseba K. Penya, Félix Brezo, Pablo G. Bringas
    Proceedings of the 21st International Conference on Database and Expert Systems Applications (DEXA). Bilbao, Spain. 2010.
    pdf | bibtex
  • Data Leak Prevention through Named Entity Recognition
    José M. Gómez-Hidalgo, José M. Martín-Abreu, Javier Nieves, Igor Santos, Félix Brezo, Pablo G. Bringas
    Proceedings of the International Workshop on Privacy Aspects of Social Web and Cloud Computing (PASWeb). Minneapolis, USA. 2010.
    pdf | bibtex
  • Fault-tolerant Defect Predicion in High-precision Foundry
    Mikel Salazar, David Gallego, Yoseba K. Penya, Igor Santos, Pablo G. Bringas
    Proceedings of the 8th IEEE International Conference on Industrial Informatics (INDIN). Osaka, Japan. 2010.
    pdf | bibtex
  • Towards Noise and Error Reduction on Foundry Data Gathering Processes
    Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo G. Bringas
    Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE). Bari, Italy. 2010.
    pdf | bibtex
  • Automatic Behaviour-based Analysis and Classification System for Malware Detection
    Jaime Devesa, Igor Santos, Xabier Cantero, Yoseba K. Penya, Pablo G. Bringas
    Proceedings of the 12th International Conference on Enterprise Information Systems (ICEIS). Funchal, Portugal. 2010.
    pdf | bibtex
  • Content Security and Privacy Preservation in Social Networks through Text Mining
    José M. Gómez-Hidalgo, José M. Martín-Abreu, Pablo G. Bringas, Igor Santos
    Proceedings of the 2nd Workshop on Interoperable Social Multimedia Applications (WISMA). Barcelona, Spain. 2010.
    pdf | bibtex
  • [Idea] Opcode-sequence-based Malware Detection
    Igor Santos, Félix Brezo, Javier Nieves, Yoseba K. Penya, Borja Sanz, Carlos Laorden, Pablo G. Bringas
    Proceedings of the 2nd International Symposium on Engineering Secure Software and Systems (ESSoS). Pisa, Italy. 2010.
    pdf | bibtex

2009

  • Machine-learning-based Mechanical Properties Prediction in Foundry Production
    Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo G. Bringas
    Proceedings of ICROS-SICE International Joint Conference (ICCAS-SICE). Fukuoka, Japan. 2009.
    pdf | bibtex
  • Mechanical Properties Prediction in High-Precision Foundry Production
    Javier Nieves, Igor Santos, Yoseba K. Penya, S Rojas, Mikel Salazar, Pablo G. Bringas
    Proceedings of the 7th IEEE International Conference on Industrial Informatics (INDIN). Cardiff, Wales. 2009.
    pdf | bibtex
  • Optimising Machine-learning-based Fault Prediction in Foundry Production
    Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo G. Bringas
    Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence (DCAI). Salamanca, Spain. 2009.
    pdf | bibtex
  • N-Grams-based file signatures for malware detection
    Igor Santos, Yoseba K. Penya, Jaime Devesa, Pablo G. Bringas
    Proceedings of the 11th International Conference on Enterprise Information Systems (ICEIS). Milan, Italy. 2009.
    pdf | bibtex