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Romina Debora Torres Torres

Profesor Asociado

Universidad Adolfo Ibánez

Viña del Mar, Chile

AI security and trustworthy AI; Explainable AI (XAI); AI for cybersecurity and cybersecurity for AI; Human-centric intelligent systems; AI-enabled systems in healthcare and critical infrastructures; Responsible AI; multi-stage attack detection;

Computer Engineering / Computer Science, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2003
Computer Engineering, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2014
Computer Engineering, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2003
Higher Education Teaching and Learning, UNIVERSIDAD ADOLFO IBANEZ. Chile, 2025
Technology Policy / Emerging Technologies, DUKE UNIVERSITY. Estados Unidos, 2025
cybersecurity, ISC2. Chile, 2024

Profesor Asociado Full Time

UNIVERSIDAD ANDRES BELLO

Ingeniería

Chile

2013 - 2023
Profesor Asociado Full Time

UNIVERSIDAD ADOLFO IBANEZ

Facultad de Ingeniería y Ciencias

Viña del Mar, Chile

2023 - A la fecha

Analista de Sistemas

Software AG Chile

Chile

2005 - 2008
Estudiante de Doctorado

Universidad Técnica Federico Santa María

Chile

2009 - 2014
Ingeniero de Software

Motorola Chile

Chile

2002 - 2004
Arquitecto de Software

Universidad Técnica Federico Santa María

Chile

2010 - 2010
Ingeniero de Software

Synopsys, Inc.

Estados Unidos

2002 - 2002
Ingeniero de Software

KLA-Tencor, Inc

Estados Unidos

2001 - 2001
Profesor jornada completa Full Time

Universidad Nacional Andres Bello

Viña del Mar, Chile

2013 - A la fecha
Director de carrera Ingeniería en computación e informática Full Time

Universidad Nacional Andrés Bello

Chile

2013 - 2020
Director de Programa de Postgrado Full Time

Universidad Nacional Andrés Bello

Chile

2020 - 2023
Chair, IT Advisory Committee Other

Banco Central de Chile

Santiago, Chile

2023 - A la fecha
Young Researcher Other

Centro Nacional de Inteligencia Artificial (CENIA)

Chile

2025 - A la fecha
Scientific Committee Member Other

Data Observatory

Chile

2025 - A la fecha
Adjunct Researcher Other

Cyber-Physical Systems Research and Technology Center

Chile

2025 - A la fecha
Profesor Adjunto Full Time

Universidad Adolfo Ibáñez

Viña del Mar, Chile

2023 - A la fecha
Visiting Researcher / Research Internship Other

INRIA (Institut National de Recherche en Informatique et en Automatique)

Paris (Rocquencourt), Francia

2012 - 2012

Supervision of over 30 undergraduate and postgraduate theses in areas such as artificial intelligence, cybersecurity, healthcare applications, and data science.
Recent topics include:
AI-based cybersecurity systems (e.g., intrusion detection, multi-stage attacks)
Explainable AI and decision-support systems in healthcare (e.g., cardiovascular disease detection)
Data science applications (e.g., fake news detection, energy prediction, public policy analysis)
Human-centric AI tools and educational technologies

Active contributor to the dissemination and transfer of knowledge in artificial intelligence and cybersecurity across academic, public, and industry sectors.
Key contributions include:
Participation in national media (e.g., La Tercera, AméricaEconomía, Ciencia en Chile) to communicate cybersecurity and AI topics to broad audiences
Speaker at national and international events (e.g., Cyber Summit Chile, CyberSec Chile, Khipu AI), addressing emerging challenges in AI security and digital risk
Organizer of interdisciplinary events on trustworthy AI and cybersecurity (e.g., Trusted AI 2024, post-quantum cryptography initiatives)
Contributor to national policy development, including participation in the Chilean cybersecurity R&D report (Ministry of Science and Ministry of Interior) and related public policy discussions
Development and dissemination of applied knowledge through outreach activities, promoting AI literacy and cybersecurity awareness across diverse audiences
Focused on bridging research, policy, and real-world deployment of AI systems in Latin America.

Mujer Destacada de Viña del Mar

ILUSTRE MUNICIPALIDAD DE VIÑA DEL MAR

Chile, 2020

Once mujeres de diversos ámbitos del quehacer social fueron premiadas por la Municipalidad con la distinción “Mujer Destacada de Viña del Mar” que se entrega cada año, en el marco de la conmemoración del Día Internacional de la Mujer. Las mujeres destacadas este año fueron: Contribución a la Innovación: Romina Torres;
Premio Sello UNAB: Conectar, Innovar, Liderar

UNIVERSIDAD ANDRES BELLO

Chile, 2020

Este reconocimiento se otorgó a los académicos por su aporte al posicionamiento y liderazgo de la Universidad Andrés Bello en relación a su pilar estratégico de Investigación, Innovación y Emprendimiento. Así, estos investigadores destacan por su contribución no sólo a la excelencia sino a la transferencia del conocimiento de manera amplia, conectando el pregrado y postgrado con la investigación.
Reconocimiento Grupo INCIBER

CONGRESO NACIONAL

Chile, 2019

Reconocimiento del senado por su trabajo realizado para levantar el primer instituto nacional de cibserseguridad para el pacífico sur
Reconocimiento ODS 5 ”Igualdad de g´enero y derechos de la mujer”

UNIVERSIDAD ANDRES BELLO

Chile, 2023

Reconocimiento ODS 5 ”Igualdad de g´enero y derechos de la mujer”
Reconocimiento: Mujeres en Ciberseguridad 202

Alianza Chilena de Cibereseguridad

Chile, 2022

Alianza Chilena de Cibereseguridad
Reconocimiento Internacionalización

UNIVERSIDAD ADOLFO IBANEZ

Chile, 2024

UAI
Best Student Paper Award – KES-AMSTA Conference

KES International

Croacia, 2012

Awarded for the best student paper at the KES International Conference on Agent and Multi-Agent Systems (KES-AMSTA), recognizing excellence in research contribution and innovation.
Recognition for Research with Undergraduate Students

UNIVERSIDAD ANDRES BELLO

Chile, 2019

Awarded for outstanding contribution to research involving undergraduate students, promoting integration between teaching and research activities.
Third Place – Latin American Master Thesis Competition

UNESCO - CLEI – Latin American Center for Informatics Studies

Peru, 2003

Third place awarded in a Latin American competition recognizing excellence in master's thesis research in computer science.
Third Place – EVIC Computational Intelligence Summer School

UNIVERSIDAD DE CHILE

Chile, 2012

Third place awarded at the EVIC Summer School in Computational Intelligence for research contributions in intelligent systems.


SITeCard: A human-centric explainable intelligent system to support the cardiovascular rehabilitation process Torres, Romina; Tuesta, Marcelo; Saavedra, Carolina; Mellado, Diego; Carvajal, Bastian; Zurita, Christopher; Valle, Catalina; Salinas, Matias; Querales, Marvin; Pedemonte, Oneglio; et al. Article HEALTH POLICY AND TECHNOLOGY (2026)
TWEEF: Trustworthiness Estimation and Enhancement Framework for Machine Learning Models Ugalde, Jonathan; Salas, Rodrigo; Torres, Romina; Velandia, Daira; Bariviera, Aurelio F.; Estevez, Pablo A.; Godoy, Maria Paz Article ISI APPLIED SCIENCES-BASEL (2026)
Attacker Attribution in Multi-Step and Multi-Adversarial Network Attacks Using Transformer-Based Approach Torres, R; Garcia A. Article ISI SCOPUS Applied Sciences (Switzerland) (2025)
Evaluating the Influence of Physical Activity on Gait Aging Using Multilevel Machine Learning Calderón-Díaz, M; Jimenez R.; Saavedra C.; Vasconez J.P.; Torres, R; Solis M.A.; Velandia, D; Salas R. Article ISI SCOPUS IEEE Access (2025)
Volatility forecasting using deep recurrent neural networks as GARCH models Di-Giorgi; G.; Salas; R.; Avaria; R.; Ubal; C.; Rosas; H.; Torres; R. Article ISI SCOPUS Computational Statistics (2025)
Explainability of Machine Learning Models for Hydrological Time Series Forecasting: The Case of Neuro-Fuzzy Approaches Torres, Romina Article SCOPUS International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023 (2023)
Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning Torres, Romina; Zurita, Christopher; Nicolis, Orietta; Saavedra, Carolina; Pedemonte, Oneglio Article ISI SCOPUS Diagnostics (2023)
Self-Organizing Topological Multilayer Perceptron: A Hybrid Method to Improve the Forecasting of Extreme Pollution Values Lamus, Ana Maria Gomez; Torres, Romina Article ISI SCOPUS Stats (2023)
An Efficient Multi-Level Convolutional Neural Network Approach for White Blood Cells Classification Cheuque, Cesar; Torres, Romina Article ISI SCOPUS Diagnostics (2022)
Femicide and Attempted Femicide before and during the COVID-19 Pandemic in Chile Torres, Romina Article ISI SCOPUS International Journal of Environmental Research and Public Health (2022)
Impact of Remote Monitoring Technologies for Assisting Patients With Gestational Diabetes Mellitus: A Systematic Review. Article ISI SCOPUS Frontiers in Bioengineering and Biotechnology (2022)
Visual-Predictive Data Analysis Approach for the Academic Performance of Students from a Peruvian University Orrego Granados, David; Ugalde, Jonathan; Torres, Romina; Linkolk Lopez-Gonzales, Javier Article ISI SCOPUS Applied Sciences (Switzerland) (2022)
Air quality assessment and pollution forecasting using artificial neural networks in Metropolitan Lima-Peru Cordova, Chardin Hoyos; Portocarrero, Manuel Nino Lopez; Torres, Romina Article ISI SCOPUS Scientific Reports (2021)
A Dynamic Linguistic Decision Making Approach for a Cryptocurrency Investment Scenario Torres, Romina; Bariviera, Aurelio F. Article ISI SCOPUS IEEE Access (2020)
Characterization of the Chilean Public Procurement Ecosystem Using Social Network Analysis Leiva, Fabiola Herrera; Torres, Romina; Nicolis, Orietta; Salas F, Rodrigo Article ISI SCOPUS IEEE Access (2020)
From legacy-based factories to smart factories level 2 according to the industry 4.0 Torres, Romina Article ISI SCOPUS INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (2019)
Self-improving generative artificial neural network for pseudorehearsal incremental class learning Saavedra, Carolina; Chabert, Steren; Torres, Romina; Salas, Rodrigo Article WOS-ESCI SCOPUS Algorithms (2019)
An architecture based on computing with words to support runtime reconfiguration decisions of service-based systems Torres, Romina; Salas, Rodrigo; Astudillo, Hernan Article SCOPUS International Journal of Computational Intelligence Systems (2018)
A market-based approach to the dynamic reconfiguration problem of service-based systems Torres, R; Astudillo H. Article SCOPUS International Journal of Innovative Computing, Information and Control (2014)
Time-Based Hesitant Fuzzy Information Aggregation Approach for Decision-Making Problems Torres, R; Salas R.; Astudillo H. Article ISI SCOPUS INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (2014)
Modular neural network applied to non-stationary time series Allende H.; Salas R.; Torres, R; Moraga C. Article SCOPUS Computational Intelligence, Theory and Applications (2006)
Robust estimation of confidence interval in neural networks applied to time series Salas R.; Torres, R; Allende H.; Moraga C. Article ISI SCOPUS PROGRESS IN ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION, IWAIPR 2018 (2003)
Robust expectation maximization learning algorithm for mixture of experts Torres, R; Salas R.; Allende H.; Moraga C. Article ISI SCOPUS PROGRESS IN ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION, IWAIPR 2018 (2003)
Robust learning algorithm for the mixture of experts Allende H.; Torres, R; Salas R.; Moraga C. Article ISI SCOPUS PROGRESS IN ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION, IWAIPR 2018 (2003)


Predicting Next Phases of Multi-Stage Network Attacks: A Comparative Study of Statistical and Deep-Learning Models Severin, A; Canales C.; Torres, R; Roudergue, C; Salas R. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (2025)
A human-centric cyber security training tool for prioritizing MSNAs Depassier V.; Torres, R ConferencePaper ISI SCOPUS Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023 (2023)
A virtual platform skin tears learning tool Depassier V.; Hevia H.; Torres, R ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2021)
Machine learning techniques for behavioral feature selection in network intrusion detection systems Martinez V.; Salas R.; Tessini O.; Torres, R ConferencePaper SCOPUS IET Conference Proceedings (2021)
Taxonomies using the clique percolation method for building a threats observatory Torres, R; González, N; Cabrera M.; Salas R. ConferencePaper ISI SCOPUS Proceedings - 2021 47th Latin American Computing Conference, CLEI 2021 (2021)
Brigada Covid: Health education game for preschoolers Silva, A; Torres, R; Von Brand S. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2020)
CyberKids: Video game for raising cyber security awareness in children Perez J.; Torres, R; Von Brand S. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2020)
Framework to prioritize digital transformation initiatives based on the country's development impact Torres, Romina ConferencePaper SCOPUS ACM International Conference Proceeding Series (2020)
Building an IoT-aware healthcare monitoring system Jiménez, F; Torres, R ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2016)
Managing [email protected] with a linguistic decision making approach Torres, R; Astudillo H. ConferencePaper SCOPUS CIBSE 2014: Proceedings of the 17th Ibero-American Conference Software Engineering (2014)
Addressing the QoS drift in specification models of self-adaptive service-based systems Bencomo N. ConferencePaper ISI SCOPUS 2013 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2013 - Proceedings (2013)
Mitigating the obsolescence of specification models of service-based systems ConferencePaper ISI SCOPUS Proceedings - International Conference on Software Engineering (2013)
From virtual organizations to Self-organizing Web service compositions Torres, R; Rivera D.; Astudillo H. ConferencePaper ISI SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2012)
Market-awareness in Service-based Systems Torres, R; Bencomo N.; Astudillo H. ConferencePaper ISI SCOPUS Proceedings - 2012 IEEE 6th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2012 (2012)
Mitigating the obsolescence of quality specifications models in service-based systems Torres, R; Bencomo N.; Astudillo H. ConferencePaper SCOPUS 2015 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT LATAM 2015 (2012)
Recommending APIs for mashup completion using association rules mined from real usage data Tapia B.; Torres, R; Astudillo H.; Ortega P. ConferencePaper ISI SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2012)
Web service compositions which emerge from virtual organizations with fair agreements Torres, R; Rivera D.; Astudillo H. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2012)
Mashup composition of web services using semantic virtual organizations [Composición de mashup de servicios web mediante organizaciones virtuales semánticas] Torres, RD ConferencePaper SCOPUS CIbSE 2010 - Actas - 13th Conferencia Iberoamericana en "Software Engineering" (2010)


Intrusion.aware: Plataforma integral para detectar y responder ciberataques usando inteligencia artificial responsable Romina Debora Torres Torres; Jaime Gomez Gonzalez; Sebastian Moreno Proyecto (2024)
Framework for detecting, monitoring and analyzing multi-stage cyberattacks evolution during runtime Romina Torres Proyecto (2022)
Sistema Inteligente para la Tele-Rehabilitación de pacientes cardiovasculares Romina Torres Proyecto (2019)