Igor Santos

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 21

Top Topics

Convolutional Neural Network

Delaunay Triangulation

Collective Classification

Malware Detection

Top Venues

SOCO-CISIS-ICEUTE

Publications

Nadia Nedjah, Igor Santos, Luiza de Macedo Mourelle
Sentiment analysis using convolutional neural network via word embeddings. Evol. Intell. 15 (4) (2022)
Timothy L. Kline, Felipe Kitamura, Ian Pan, Amine M. Korchi, Neil A. Tenenholtz, Linda Moy, Judy Wawira Gichoya, Igor Santos, Steven Blumer, Misha Ysabel Hwang, Kim-Ann Git, Abishek Shroff, Elad Walach, George Shih, Steve Langer
Best Practices and Scoring System on Reviewing A.I. based Medical Imaging Papers: Part 1 Classification. CoRR (2022)
Oscar Llorente-Vazquez, Igor Santos, Iker Pastor-López, Pablo García Bringas
The Neverending Story: Memory Corruption 30 Years Later. CISIS-ICEUTE (2021)
Iskander Sánchez-Rola, Davide Balzarotti, Christopher Kruegel, Giovanni Vigna, Igor Santos
Dirty Clicks: A Study of the Usability and Security Implications of Click-related Behaviors on the Web. WWW (2020)
Iskander Sánchez-Rola, Matteo Dell'Amico, Platon Kotzias, Davide Balzarotti, Leyla Bilge, Pierre-Antoine Vervier, Igor Santos
Can I Opt Out Yet?: GDPR and the Global Illusion of Cookie Control. AsiaCCS (2019)
Iskander Sánchez-Rola, Davide Balzarotti, Igor Santos
BakingTimer: privacy analysis of server-side request processing time. ACSAC (2019)
Pablo García Bringas, Igor Santos, Enrique Onieva, Eneko Osaba, Héctor Quintián, Emilio Corchado
Special issue HAIS 2015: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems. Neurocomputing (2019)
Iskander Sánchez-Rola, Igor Santos, Davide Balzarotti
Clock Around the Clock: Time-Based Device Fingerprinting. CCS (2018)
Iskander Sánchez-Rola, Igor Santos
Knockin' on Trackers' Door: Large-Scale Automatic Analysis of Web Tracking. DIMVA (2018)
Iskander Sánchez-Rola, Igor Santos, Davide Balzarotti
Extension Breakdown: Security Analysis of Browsers Extension Resources Control Policies. USENIX Security Symposium (2017)
Iskander Sánchez-Rola, Davide Balzarotti, Igor Santos
The Onions Have Eyes: A Comprehensive Structure and Privacy Analysis of Tor Hidden Services. WWW (2017)
Igor Santos, Nadia Nedjah, Luiza de Macedo Mourelle
Sentiment analysis using convolutional neural network with fastText embeddings. LA-CCI (2017)
Iskander Sánchez-Rola, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas
The web is watching you: A comprehensive review of web-tracking techniques and countermeasures. Log. J. IGPL 25 (1) (2017)
Iosif Androulidakis, Sergio Huerta, Vasileios Vlachos, Igor Santos
Epidemic model for malware targeting telephony networks. ICT (2016)
Irene Díez-Franco, Igor Santos
Feel Me Flow: A Review of Control-Flow Integrity Methods for User and Kernel Space. SOCO-CISIS-ICEUTE (2016)
Xabier Ugarte-Pedrero, Davide Balzarotti, Igor Santos, Pablo García Bringas
RAMBO: Run-Time Packer Analysis with Multiple Branch Observation. DIMVA (2016)
Iván García-Ferreira, Carlos Laorden, Igor Santos, Pablo García Bringas
Static analysis: a brief survey. Log. J. IGPL 24 (6) (2016)
Patxi Galán-García, José Gaviria de la Puerta, Carlos Laorden Gómez, Igor Santos, Pablo García Bringas
Supervised machine learning for the detection of troll profiles in twitter social network: application to a real case of cyberbullying. Log. J. IGPL 24 (1) (2016)
Jorge de-la-Peña-Sordo, Iker Pastor-López, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas
Anomaly-based user comments detection in social news websites using troll user comments as normality representation. Log. J. IGPL 24 (6) (2016)
Irene Díez-Franco, Igor Santos
Data Is Flowing in the Wind: A Review of Data-Flow Integrity Methods to Overcome Non-Control-Data Attacks. SOCO-CISIS-ICEUTE (2016)
Tiago A. Almeida, Tiago P. Silva, Igor Santos, José María Gómez Hidalgo
Text normalization and semantic indexing to enhance Instant Messaging and SMS spam filtering. Knowl. Based Syst. 108 (2016)
José Gaviria de la Puerta, Borja Sanz, Igor Santos, Pablo García Bringas
Using Dalvik Opcodes for Malware Detection on Android. HAIS (2015)
Iskander Sánchez-Rola, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas
Tracking Users Like There is No Tomorrow: Privacy on the Current Internet. CISIS-ICEUTE (2015)
Xabier Ugarte-Pedrero, Davide Balzarotti, Igor Santos, Pablo García Bringas
SoK: Deep Packer Inspection: A Longitudinal Study of the Complexity of Run-Time Packers. IEEE Symposium on Security and Privacy (2015)
Carlos Laorden, Patxi Galán-García, Igor Santos, Borja Sanz, Javier Nieves, Pablo García Bringas, José María Gómez Hidalgo
Negobot: Detecting paedophile activity with a conversational agent based on game theory. Log. J. IGPL 23 (1) (2015)
Igor Santos, Patxi Galán-García, Carlos Laorden Gómez, Javier Nieves, Borja Sanz, Pablo García Bringas, José María Gómez Hidalgo
An Empirical Study on Word Sense Disambiguation for Adult Content Filtering. SOCO-CISIS-ICEUTE (2014)
Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Javier Nieves, Pablo García Bringas
Study on the effectiveness of anomaly detection for spam filtering. Inf. Sci. 277 (2014)
Aitor Santamaría-Ibirika, Xabier Cantero, Mikel Salazar, Jaime Devesa, Igor Santos, Sergio Huerta, Pablo García Bringas
Procedural approach to volumetric terrain generation. Vis. Comput. 30 (9) (2014)
Iván García-Ferreira, Carlos Laorden, Igor Santos, Pablo García Bringas
A Survey on Static Analysis and Model Checking. SOCO-CISIS-ICEUTE (2014)
Xabier Ugarte-Pedrero, Igor Santos, Iván García-Ferreira, Sergio Huerta, Borja Sanz, Pablo García Bringas
On the adoption of anomaly detection for packed executable filtering. Comput. Secur. 43 (2014)
Aitor Santamaría-Ibirika, Xabier Cantero, Sergio Huerta, Igor Santos, Pablo García Bringas
Procedural Playable Cave Systems Based on Voronoi Diagram and Delaunay Triangulation. CW (2014)
Jorge de-la-Peña-Sordo, Iker Pastor-López, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas
Anomalous User Comment Detection in Social News Websites. SOCO-CISIS-ICEUTE (2014)
Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas
JURD: Joiner of Un-Readable Documents to reverse tokenization attacks to content-based spam filters. CCNC (2013)
Iker Pastor-López, Igor Santos, Jorge de-la-Peña-Sordo, Iván García-Ferreira, Asier G. Zabala, Pablo García Bringas
Enhanced Image Segmentation Using Quality Threshold Clustering for Surface Defect Categorisation in High Precision Automotive Castings. SOCO-CISIS-ICEUTE (2013)
Igor Santos, Xabier Ugarte-Pedrero, Felix Brezo, Pablo García Bringas, José María Gómez Hidalgo
NOA: An Information Retrieval Based Malware Detection System. Comput. Informatics 32 (1) (2013)
Carlos Laorden, Borja Sanz, Igor Santos, Patxi Galán-García, Pablo García Bringas
Collective classification for spam filtering. Log. J. IGPL 21 (4) (2013)
Borja Sanz, Igor Santos, Xabier Ugarte-Pedrero, Carlos Laorden, Javier Nieves, Pablo García Bringas
Anomaly Detection Using String Analysis for Android Malware Detection. SOCO-CISIS-ICEUTE (2013)
Xabier Ugarte-Pedrero, Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas
Collective Classification for Packed Executable Identification. Comput. Syst. Sci. Eng. 28 (1) (2013)
Igor Santos, Igor Miñambres-Marcos, Carlos Laorden, Patxi Galán-García, Aitor Santamaría-Ibirika, Pablo García Bringas
Twitter Content-Based Spam Filtering. SOCO-CISIS-ICEUTE (2013)
Jorge de-la-Peña-Sordo, Igor Santos, Iker Pastor-López, Pablo García Bringas
Filtering Trolling Comments through Collective Classification. NSS (2013)
Igor Santos, Felix Brezo, Xabier Ugarte-Pedrero, Pablo García Bringas
Opcode sequences as representation of executables for data-mining-based unknown malware detection. Inf. Sci. 231 (2013)
Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Javier Nieves, Pablo García Bringas, Gonzalo Álvarez Marañón
Mama: manifest Analysis for Malware Detection in Android. Cybern. Syst. 44 (6-7) (2013)
Patxi Galán-García, José Gaviria de la Puerta, Carlos Laorden Gómez, Igor Santos, Pablo García Bringas
Supervised Machine Learning for the Detection of Troll Profiles in Twitter Social Network: Application to a Real Case of Cyberbullying. SOCO-CISIS-ICEUTE (2013)
Borja Sanz, Igor Santos, Javier Nieves, Carlos Laorden, Iñigo Alonso-Gonzalez, Pablo García Bringas
MADS: Malicious Android Applications Detection through String Analysis. NSS (2013)
Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas
Reversing the effects of tokenisation attacks against content-based spam filters. Int. J. Secur. Networks 8 (2) (2013)
Borja Sanz, Igor Santos, Xabier Ugarte-Pedrero, Carlos Laorden, Javier Nieves, Pablo García Bringas
Instance-based Anomaly Method for Android Malware Detection. SECRYPT (2013)
Jorge de-la-Peña-Sordo, Igor Santos, Iker Pastor-López, Pablo García Bringas
Social News Website Moderation through Semi-supervised Troll User Filtering. SOCO-CISIS-ICEUTE (2013)
Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Javier Nieves, Pablo García Bringas
On the study of anomaly-based spam filtering using spam as representation of normality. CCNC (2012)
Carlos Laorden, Igor Santos, Borja Sanz, Gonzalo Álvarez Marañón, Pablo García Bringas
Word sense disambiguation for spam filtering. Electron. Commer. Res. Appl. 11 (3) (2012)
Javier Nieves, Igor Santos, Pablo García Bringas
Combination of Machine-Learning Algorithms for Fault Prediction in High-Precision Foundries. DEXA (2) (2012)
Igor Santos, Carlos Laorden, Borja Sanz, Pablo García Bringas
Enhanced Topic-based Vector Space Model for semantics-aware spam filtering. Expert Syst. Appl. 39 (1) (2012)
Carlos Laorden, Patxi Galán-García, Igor Santos, Borja Sanz, José María Gómez Hidalgo, Pablo García Bringas
Negobot: A Conversational Agent Based on Game Theory for the Detection of Paedophile Behaviour. CISIS/ICEUTE/SOCO Special Sessions (2012)
Igor Santos, Jorge de-la-Peña-Sordo, Iker Pastor-López, Patxi Galán-García, Pablo García Bringas
Automatic categorisation of comments in social news websites. Expert Syst. Appl. 39 (18) (2012)
Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Pablo García Bringas, Gonzalo Álvarez Marañón
PUMA: Permission Usage to Detect Malware in Android. CISIS/ICEUTE/SOCO Special Sessions (2012)
Igor Santos, Patxi Galán-García, Aitor Santamaría-Ibirika, Borja Alonso-Isla, Iker Alabau-Sarasola, Pablo García Bringas
Adult Content Filtering through Compression-Based Text Classification. CISIS/ICEUTE/SOCO Special Sessions (2012)
Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Carlos Laorden, Pablo García Bringas
Countering entropy measure attacks on packed software detection. CCNC (2012)
Felix Brezo, José Gaviria de la Puerta, Igor Santos, David Barroso, Pablo García Bringas
C&C Techniques in Botnet Development. CISIS/ICEUTE/SOCO Special Sessions (2012)
Borja Sanz, Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Pablo García Bringas
On the automatic categorisation of android applications. CCNC (2012)
Igor Santos, Jaime Devesa, Felix Brezo, Javier Nieves, Pablo García Bringas
OPEM: A Static-Dynamic Approach for Machine-Learning-Based Malware Detection. CISIS/ICEUTE/SOCO Special Sessions (2012)
Felix Brezo, José Gaviria de la Puerta, Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas, David Barroso
Supervised classification of packets coming from a HTTP botnet. CLEI (2012)
Igor Santos, Carlos Laorden, Pablo García Bringas
Collective Classification for Unknown Malware Detection. SECRYPT (2011)
Igor Santos, Javier Nieves, Xabier Ugarte-Pedrero, Pablo García Bringas
Anomaly Detection for the Prediction of Ultimate Tensile Strength in Iron Casting Production. DEXA (2) (2011)
Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas, Mikel Gastesi, José Miguel Esparza
Semi-supervised learning for packed executable detection. NSS (2011)
Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Borja Sanz, Pablo García Bringas
Spam Filtering through Anomaly Detection. ICETE (Selected Papers) (2011)
Igor Santos, Felix Brezo, Borja Sanz, Carlos Laorden, Pablo García Bringas
Using opcode sequences in single-class learning to detect unknown malware. IET Inf. Secur. 5 (4) (2011)
Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas
Boosting Scalability in Anomaly-Based Packed Executable Filtering. Inscrypt (2011)
Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Borja Sanz, Pablo García Bringas
Anomaly-based Spam Filtering. SECRYPT (2011)
Carlos Laorden, Borja Sanz, Igor Santos, Patxi Galán-García, Pablo García Bringas
Collective Classification for Spam Filtering. CISIS (2011)
Lorea Lorenzo, Osane Lizarralde, Igor Santos, Alexandre Passant
Structuring E-Brainstorming to Better Support Innovation Processes. Social Innovation and Social Media (2011)
Xabier Ugarte-Pedrero, Igor Santos, Pablo García Bringas
Structural Feature Based Anomaly Detection for Packed Executable Identification. CISIS (2011)
Igor Santos, Javier Nieves, Pablo García Bringas
Semi-supervised Learning for Unknown Malware Detection. DCAI (2011)
Igor Santos, Xabier Ugarte-Pedrero, Borja Sanz, Carlos Laorden, Pablo García Bringas
Collective classification for packed executable identification. CEAS (2011)
Igor Santos, Borja Sanz, Carlos Laorden, Felix Brezo, Pablo García Bringas
Opcode-Sequence-Based Semi-supervised Unknown Malware Detection. CISIS (2011)
Felix Brezo, Igor Santos, Pablo García Bringas, José Luis del Val
Challenges and Limitations in Current Botnet Detection. DEXA Workshops (2011)
Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Pablo García Bringas
Enhancing scalability in anomaly-based email spam filtering. CEAS (2011)
Juan López-de-Uralde, Iraide Ruiz, Igor Santos, Agustín Zubillaga, Pablo García Bringas, Ana Okariz, Teresa Guraya
Automatic Morphological Categorisation of Carbon Black Nano-aggregates. DEXA (2) (2010)
Jaime Devesa, Igor Santos, Xabier Cantero, Yoseba K. Penya, Pablo García Bringas
Automatic Behaviour-based Analysis and Classification System for Malware Detection. ICEIS (2) (2010)
Igor Santos, Felix Brezo, Javier Nieves, Yoseba K. Penya, Borja Sanz, Carlos Laorden, Pablo García Bringas
Idea: Opcode-Sequence-Based Malware Detection. ESSoS (2010)
Javier Nieves, Igor Santos, Yoseba K. Penya, Felix Brezo, Pablo García Bringas
Enhanced Foundry Production Control. DEXA (1) (2010)
José María Gómez Hidalgo, Jose Miguel Martin-Abreu, Javier Nieves, Igor Santos, Felix Brezo, Pablo García Bringas
Data Leak Prevention through Named Entity Recognition. SocialCom/PASSAT (2010)
Igor Santos, Yoseba K. Penya, Jaime Devesa, Pablo García Bringas
N-grams-based File Signatures for Malware Detection. ICEIS (2) (2009)
Igor Santos, Javier Nieves, Yoseba K. Penya, Pablo García Bringas
Optimising Machine-Learning-Based Fault Prediction in Foundry Production. IWANN (2) (2009)
Javier Nieves, Igor Santos, Yoseba K. Penya, Sendoa Rojas, Mikel Salazar, Pablo García Bringas
Mechanical properties prediction in high-precision foundry production. INDIN (2009)
Gorka Benguria, Igor Santos
SME Maturity, Requirement for Interoperability. IESA (2008)
Igor Santos, Leire Bastida Merino, Stefan Schuster
Tutorial 4: Adopting SOA. ICCBSS (2008)