Research output per year
Research output per year
Organisation profile
Organisation profile
The Department of Electrical & Electronical Engineering at TUS offers a diverse range of courses including electrical engineering, renewable energy, automation and electronic engineering.
With up-to-date laboratories and electrical workshops, students work on today’s best industry standard equipment. A hands-on, practical approach to learning means students have the knowledge but also the skills to meet industry requirements. Students also participate in individual and group projects that are industry relevant.
Head of Department: Mr. David Sims
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. Our 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
Profiles
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Penetration Testing with AI: Case Studies on LLM and RL-Based Attack Agents
Fernandes, R., Lopes, N., Teixeira, P. & Gonçalves, J., 2026, Advances in Computational Intelligence - 18th International Work-Conference on Artificial Neural Networks, IWANN 2025, Proceedings. Rojas, I., Joya, G. & Catala, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 55-65 11 p. (Lecture Notes in Computer Science; vol. 16008 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Autonomous pentesting using reinforcement learning
Coelho Fernandes, R. P., Lopes, N., Gonçalves, J. & Cosgrove, J. (Student Supervisor), 18 Feb 2025.Research output: Contribution to conference › Poster › peer-review
Open AccessFile -
Comparing Traditional Hacking Tools and AI-Driven Alternatives
Fernandes, R., Lopes, N., Goncalves, J. & Cosgrove, J., 2025, ISDFS 2025 - 13th International Symposium on Digital Forensics and Security. Institute of Electrical and Electronics Engineers Inc., (ISDFS 2025 - 13th International Symposium on Digital Forensics and Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
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Autonomous pentesting using reinforcement learning
Fernandes, R. (Speaker), Lopes, N. (Student supervisor), Goncalves, J. (Student supervisor) & Cosgrove, J. (Student supervisor)
18 Feb 2025Activity: Talk, presentation, and live performance › Oral presentation
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The Institute of Electrical and Electronics Engineers (External organisation)
Kushch, S. (Member)
1 Mar 2011 → …Activity: Membership › Member of Professional Body