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
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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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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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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
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LSTM-Based Dynamic Linguistic Decision-Making for Cryptocurrency Selection
Poblete-Arrué, P., Torres, R., Salazar-Vasquez, V. & Gatica, G., 2024, Proceedings of International Conference on Information Technology and Applications - ICITA 2023. Ullah, A., Anwar, S., Calandra, D. & Di Fuccio, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 561-574 14 p. (Lecture Notes in Networks and Systems; vol. 839).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Towards an Autonomous Response System. Case: Denial of Service Attacks
Torres, R. & Cabrera, M., 2024, Advances in Real-Time Intelligent Systems - Real-Time Intelligent Systems 2023. Pichappan, P., Rodriguez Jorge, R. & Chung, Y.-L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 270-283 14 p. (Lecture Notes in Networks and Systems; vol. 950 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Human-Centric Cyber Security Training Tool for Prioritizing MSNAs
Depassier, V. & Torres, R., 2023, Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023. Institute of Electrical and Electronics Engineers Inc., p. 54-61 8 p. (Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
A Nested-Cascade Machine Learning Based Model for Intrusion Detection Systems
Torres, R., Solis, M. A., Martinez, V. & Salas, R., 2023, ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations