Igor Santos Grueiro

Researcher in DeustoTech

Principal unit: DeustoTech Computing

Role: Researcher

Area: Facultad de Ingeniería

Department: Ingeniería Informática

Email: isantos@deusto.es

Work info homepage: http://paginaspersonales.deusto.es/isantos/

Biography

El Dr. Igor Santos es investigador en el"Laboratory for Smartness, Semantics and Security (S3Lab)", donde lleva a cabo una investigación centrada en la seguridad informática, principalmente en la detección de malware y spam, en métodos de recuperación de información, y en el aprendizaje automático. Es autor de 40 artículos científicos de proyección internacional. Durante el curso académico 2010-2011, fue profesor de la Universidad de Deusto, donde da clases de "Programación II". Durante el curso académico 2011-2012 es también profesor de "Programación" para Ingeniería en Electrónica Industrial y Automática, Ingeniería en Organización Industrial y Ingeniería en Tecnologías Industriales. Además, es profesor en la Facultad de Ingeniería de la Universidad de Deusto, donde imparte los módulos "Nuevas perspectivas para la detección de malware" y "Metodología científica" en el Máster Universitario en Seguridad de la Información.

Publications

NOA: An Information Retrieval Based Malware Detection System

Name: Xabier Ugarte Pedrero

Name: José María Gómez Hidalgo

Name: Igor Santos Grueiro

Name: Pablo García Bringas

2012

Computing And Informatics

Enhanced Topic-based Vector Space Model for Semantics-aware Spam Filtering

Name: Pablo García Bringas

Name: Borja Sanz Urquijo

Name: Carlos Laorden

Name: Igor Santos Grueiro

2012

Expert Systems With Applications

Word Sense Disambiguation for Spam Filtering

Name: Borja Sanz Urquijo

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Gonzalo Álvarez

Name: Carlos Laorden

2012

Electronic Commerce Research and Applications

Collective Classification for Spam Filtering

Name: Borja Sanz Urquijo

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: Carlos Laorden

Name: Patxi Galán García

2012

Logic Journal of the IGPL

On the Automatic Categorisation of Android Applications

Name: Igor Santos Grueiro

Name: Xabier Ugarte Pedrero

Name: Carlos Laorden

Name: Pablo García Bringas

Name: Borja Sanz Urquijo

2012

On the Study of Anomaly-based Spam Filtering Using Spam as Representation of Normality.

Name: Javier Nieves Acedo

Name: Borja Sanz Urquijo

Name: Pablo García Bringas

Name: Carlos Laorden

Name: Igor Santos Grueiro

Name: Xabier Ugarte Pedrero

2012

Machine-learning-based Surface Defect Detection and Categorisation in High-Precision Foundry

Name: Mikel Salazar González

Name: Aitor Santamaría Ibirika

Name: Iker Pastor López

Name: Pablo García Bringas

Name: Jorge de la Peña Sordo

Name: Igor Santos Grueiro

2012

Collective Prediction of Ultimate Tensile Strength in High-precision Foundries

Name: Pablo García Bringas

Name: Javier Nieves Acedo

Name: Igor Santos Grueiro

2012

Countering Entropy Measure Attacks on Packed Software Detection

Name: Igor Santos Grueiro

Name: Xabier Ugarte Pedrero

Name: Carlos Laorden

Name: Pablo García Bringas

Name: Borja Sanz Urquijo

2012

Collective Classification for the Prediction of Microshrinkages in Foundry Production

Name: Igor Santos Grueiro

Name: Javier Nieves Acedo

Name: Carlos Laorden

Name: Borja Sanz Urquijo

Name: Pablo García Bringas

2012

Opcode Sequences as Representation of Executables for Data-mining-based Unknown Malware Detection

Name: Xabier Ugarte Pedrero

Name: Igor Santos Grueiro

Name: Felix Brezo Fernández

Name: Pablo García Bringas

2011

Information Sciences

Model Predictive Control on High Precision Foundries, a New Approach for the Prediction Phase

Name: Pablo García Bringas

Name: Javier Nieves Acedo

Name: Igor Santos Grueiro

2011

Revista Metalurgia

Using Opcode Sequences in Single-Class Learning to Detect Unknown Malware

Name: Carlos Laorden

Name: Borja Sanz Urquijo

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: Felix Brezo Fernández

2011

IET Information Security

Anomaly Detection for High Precision Foundries

Name: Pablo García Bringas

Name: Xabier Ugarte Pedrero

Name: Javier Nieves Acedo

Name: Igor Santos Grueiro

2011

Anomaly Detection for the Prediction of Ultimate Tensile Strength in High-Precision Foundries

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: Xabier Ugarte Pedrero

Name: Javier Nieves Acedo

2011

Structural Feature based Anomaly Detection for Packed Executable Identification

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: Xabier Ugarte Pedrero

2011

Boosting Scalability in Anomaly-based Packed Executable Filtering

Name: Xabier Ugarte Pedrero

Name: Igor Santos Grueiro

Name: Pablo García Bringas

2011

Challenges and Limitations in Current Botnet Detection

Name: José Luis del Val

Name: Igor Santos Grueiro

Name: Felix Brezo Fernández

Name: Pablo García Bringas

2011

Opcode-sequence-based Semi-supervised Unknown Malware Detection

Name: Borja Sanz Urquijo

Name: Felix Brezo Fernández

Name: Pablo García Bringas

Name: Carlos Laorden

Name: Igor Santos Grueiro

2011

Collective Classification for Spam Filtering

Name: Igor Santos Grueiro

Name: Carlos Laorden

Name: Patxi Galán García

Name: Borja Sanz Urquijo

Name: Pablo García Bringas

2011

Semi-supervised Learning for Packed Executable Detection

Name: Pablo García Bringas

Name: José Miguel Esparza

Name: Xabier Ugarte Pedrero

Name: Mikel Gastesi

Name: Igor Santos Grueiro

2011

Anomaly-based Spam Filtering

Name: Igor Santos Grueiro

Name: Carlos Laorden

Name: Pablo García Bringas

2011

Enhancing Scalability in Anomaly-based Email Spam Filtering

Name: Borja Sanz Urquijo

Name: Xabier Ugarte Pedrero

Name: Pablo García Bringas

Name: Carlos Laorden

Name: Javier Nieves Acedo

Name: Igor Santos Grueiro

2011

Collective Classification for Unknown Malware Detection

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Carlos Laorden

2011

Semi-supervised Learning for Unknown Malware Detection

Name: Igor Santos Grueiro

Name: Javier Nieves Acedo

Name: Pablo García Bringas

2011

Collective Classification for Packed Executable Identification

Name: Xabier Ugarte Pedrero

Name: Borja Sanz Urquijo

Name: Carlos Laorden

Name: Igor Santos Grueiro

Name: Pablo García Bringas

2011

Nuevo Enfoque para la Detección de Malware basado en Métodos de Recuperación de Información

Name: Igor Santos Grueiro

2011

Machine-Learning-Based Defect Prediction in High-Precision Foundry Production

Name: Javier Nieves Acedo

Name: Yoseba Peña Landaburu

Name: Pablo García Bringas

Name: Igor Santos Grueiro

2010

Bayesian Networks for Network Intrusion Detection

Name: Pablo García Bringas

Name: Igor Santos Grueiro

2010

Opcode-sequence-based Malware Detection

Name: Borja Sanz Urquijo

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Felix Brezo Fernández

Name: Yoseba Peña Landaburu

Name: Carlos Laorden

Name: Javier Nieves Acedo

2010

Automatic Behaviour-based Analysis and Classification System for Malware Detection

Name: Igor Santos Grueiro

Name: Jaime Devesa Esteban

Name: Xabier Cantero López

Name: Yoseba Peña Landaburu

Name: Pablo García Bringas

2010

Opcode-sequence-based Malware Detection

Name: Carlos Laorden

Name: Igor Santos Grueiro

Name: Felix Brezo Fernández

Name: Javier Nieves Acedo

Name: Borja Sanz Urquijo

Name: Pablo García Bringas

Name: Yoseba Peña Landaburu

2010

Automated Image Analysis and Artificial Intelligence applied to microscopic images: a new methodology for the morphological characterization of nano-particles

Name: Enkarni Gómez

Name: Teresa Guraya

Name: Agustín Zubillaga Rego

Name: Juan López de Uralde Huarte

Name: Ana Okariz

Name: Igor Santos Grueiro

2010

Content Security and Privacy Preservation in Social Networks through Text Mining

Name: José Miguel Martín Abreu

Name: José María Gómez Hidalgo

Name: Igor Santos Grueiro

Name: Pablo García Bringas

2010

Automatic Behaviour-based Analysis and Classification System for Malware Detection

Name: Pablo García Bringas

Name: Xabier Cantero López

Name: Javier Nieves Acedo

Name: Igor Santos Grueiro

Name: Yoseba Peña Landaburu

Name: Jaime Devesa Esteban

2010

Overcoming Data Gathering Errors for the Prediction of Mechanical Properties on High Precision Foundries

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Javier Nieves Acedo

2010

Enhancing Fault Prediction on Automatic Foundry Process

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: Javier Nieves Acedo

2010

Fault-tolerant Defect Prediction in High-precision Foundry

Name: Mikel Salazar González

Name: Yoseba Peña Landaburu

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: David Gallego

2010

Automatic Morphological Categorisation of Carbon Black Nano-aggregates

Name: Iraide Ruiz

Name: Juan López de Uralde Huarte

Name: Igor Santos Grueiro

Name: Agustín Zubillaga Rego

Name: Pablo García Bringas

2010

Fault-tolerant Defect Predicion in High-precision Foundry

Name: Igor Santos Grueiro

Name: Mikel Salazar González

Name: Yoseba Peña Landaburu

Name: David Gallego

Name: Pablo García Bringas

2010

Data Leak Prevention through Named Entity Recognition

Name: José María Gómez Hidalgo

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: José Miguel Martín Abreu

Name: Felix Brezo Fernández

Name: Javier Nieves Acedo

2010

Enhanced Foundry Production Control

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Yoseba Peña Landaburu

Name: Javier Nieves Acedo

Name: Felix Brezo Fernández

2010

Towards Noise and Error Reduction on Foundry Data Gathering Processes

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: Javier Nieves Acedo

Name: Yoseba Peña Landaburu

2010

Enhanced Foundry Production Control

Name: Igor Santos Grueiro

Name: Javier Nieves Acedo

Name: Yoseba Peña Landaburu

Name: Felix Brezo Fernández

Name: Pablo García Bringas

2010

Towards Noise and Error Reduction on Foundry Data Gathering Processes

Name: Igor Santos Grueiro

Name: Pablo García Bringas

Name: Yoseba Peña Landaburu

Name: Javier Nieves Acedo

2010

Machine-Learning-Based Defect Prediction in High-Precision Foundry Production

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Javier Nieves Acedo

Name: Yoseba Peña Landaburu

2009

Optimising Machine-learning-based Fault Prediction in Foundry Production

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Yoseba Peña Landaburu

Name: Javier Nieves Acedo

2009

Optimising Machine-learning-based Fault Prediction in Foundry Production

Name: Javier Nieves Acedo

Name: Yoseba Peña Landaburu

Name: Pablo García Bringas

Name: Igor Santos Grueiro

2009

Machine-learning-based Mechanical Properties Prediction in Foundry Production

Name: Javier Nieves Acedo

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Yoseba Peña Landaburu

2009

Machine-learning-based Mechanical Properties Prediction in Foundry Production

Name: Pablo García Bringas

Name: Javier Nieves Acedo

Name: Yoseba Peña Landaburu

Name: Igor Santos Grueiro

2009

N-Grams-based file signatures for malware detection

Name: Yoseba Peña Landaburu

Name: Pablo García Bringas

Name: Jaime Devesa Esteban

Name: Igor Santos Grueiro

2009

Mechanical Properties Prediction in High-Precision Foundry Production

Name: Pablo García Bringas

Name: Igor Santos Grueiro

Name: Mikel Salazar González

Name: Yoseba Peña Landaburu

Name: Sendoa Rojas Lertxundi

Name: Javier Nieves Acedo

2009

N-Grams-based file signatures for malware detection

Name: Yoseba Peña Landaburu

Name: Pablo García Bringas

Name: Jaime Devesa Esteban

Name: Igor Santos Grueiro

2009

Mechanical Properties Prediction in High-Precision Foundry Production

Name: Pablo García Bringas

Name: Mikel Salazar González

Name: Yoseba Peña Landaburu

Name: Igor Santos Grueiro

Name: Javier Nieves Acedo

Name: Sendoa Rojas Lertxundi

2009

Projects

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Igor Santos Grueiro

Researcher in DeustoTech

Biography

Publications