Projects per year
Personal profile
Research Interests
Her research interests include software engineering for the responsible development and deployment of intelligent systems. Currently, she is focused on the characterization of multi-stage network attacks using different techniques of machine and deep learning.
Key Words
Software Quality, Software Engineering, Intelligent Systems, Clinical Decision Support Systems, Cybersecurity, Gamification, CTF Characterization.
Profession
Civil Computer Engineer, Universidad Técnica Federico Santa María 2003
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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IT24I0144: Intrusion.aware: Plataforma integral para detectar y responder ciberataques usando inteligencia artificial responsable
Torres, R. (Director), Fernandez, T. (Alternate Director), Bórquez, D. (Researcher) & Moreno, S. (Researcher)
Agencia Nacional de Investigación y Desarrollo
16/08/24 → 16/08/26
Project: Research
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11221155: Framework for detecting, monitoring and analyzing multi-stage cyberattacks evolution during runtime
Torres, R. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
15/03/22 → 14/03/25
Project: Research
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ID19I10356 : Sistema inteligente para la tele-rehabilitación de pacientes cardiovasculares
Torres, R. (Alternate Director)
Agencia Nacional de Investigación y Desarrollo
1/12/19 → 1/04/22
Project: Research
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SITeCard: A human-centric explainable intelligent system to support the cardiovascular rehabilitation process
Torres, R., Tuesta, M., Saavedra, C., Mellado, D., Carvajal, B., Zurita, C., Valle, C., Salinas, M., Querales, M., Pedemonte, O., Salas, R. & Nicolis, O., Apr 2026, In: Health Policy and Technology. 15, 3, 101168.Research output: Contribution to journal › Article › peer-review
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TWEEF: Trustworthiness Estimation and Enhancement Framework for Machine Learning Models
Ugalde, J., Salas, R., Torres, R., Velandia, D., Bariviera, A. F., Estevez, P. A. & Godoy, M. P., Jan 2026, In: Applied Sciences (Switzerland). 16, 2, 1077.Research output: Contribution to journal › Article › peer-review
Open Access -
Attacker Attribution in Multi-Step and Multi-Adversarial Network Attacks Using Transformer-Based Approach
Torres, R. & García, A., Aug 2025, In: Applied Sciences (Switzerland). 15, 15, 8476.Research output: Contribution to journal › Article › peer-review
Open Access -
Evaluating the Influence of Physical Activity on Gait Aging Using Multilevel Machine Learning
Calderon-Diaz, M., Jimenez, R., Saavedra, C., Vasconez, J. P., Torres, R., Solis, M. A., Velandia, D. & Salas, R., 2025, In: IEEE Access. 13, p. 174546-174558 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting Next Phases of Multi-Stage Network Attacks: A Comparative Study of Statistical and Deep-Learning Models
Severín, A., Canales, C., Torres, R., Roudergue, C. & Salas, R., 2025, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Hernández-García, R., Barrientos, R. J. & Velastin, S. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 219-232 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15369 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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INTELIGENCIA ARTIFICIAL Y TRIBUTACION: LO QUE LA TE PUEDE APORTAR AL PROCESO
17/01/25
1 Media contribution
Press/Media
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Government sets priorities for cybersecurity research and development
12/06/24
1 item of Media coverage
Press/Media
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8M Special: Five women leading the way in AI advances in Chile
8/03/24
1 item of Media coverage
Press/Media
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