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Rui Fernandes

Network Intrusion Detection Packet Classification with the HIKARI-2021 Dataset: a study on ML Algorithms
2022 · Rui Fernandes, Nuno Lopes · International Symposium on Digital Forensics and Security (ISDFS) · 16
Performance Study on the Use of Genetic Algorithm for Reducing Feature Dimensionality in an Embedded Intrusion Detection System
2024 · João Lobo Silva, Rui Fernandes, et al. · Systems · 12
The impact of identifiable features in ML Classification algorithms with the HIKARI-2021 Dataset
2023 · Rui Fernandes, João Silva, et al. · International Symposium on Digital Forensics and Security (ISDFS) · 9
Comparing Traditional Hacking Tools and AI-Driven Alternatives
2025 · Rui Fernandes, Nuno Lopes, et al. · International Symposium on Digital Forensics and Security (ISDFS) · 4
Autonomous Pentesting Using Reinforcement Learning: A Systematic Literature Review
2025 · Rui Fernandes, Nuno Lopes, et al. · SSRN Electronic Journal · 4
Design and Implementation of a RAG-Enhanced LLM Chatbot for Penetration Testing Tasks
2026 · Oumaima Ben Fadhel, Rui Fernandes, et al. · Procedia Computer Science · 1
SEPTA: Self-Evolving PenTester Agent
2026 · Rui Fernandes, Nuno Lopes, et al. · Communications in computer and information science · 1
Penetration Testing with AI: Case Studies on LLM and RL-Based Attack Agents
2025 · Rui Fernandes, Nuno Lopes, et al. · Lecture notes in computer science · 1
Blockchains & Smart Contracts: exploratory analysis
2018 · Rui Fernandes · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · 1
RAG-Augmented LLMs for Penetration Testing: A benchmarking study of open-source LLM models
2026 · Oumaima Ben Fadhel, Rui Fernandes, et al. · Intelligent Systems with Applications
Autonomous pentesting using artificial intelligence: from the cybersecurity point-of-view
2026 · Rui Fernandes, Nuno Lopes, et al. · Internet of Things
From Rules to Autonomy: Leveraging Reinforcement Learning for Real-Time Cyber Threat Mitigation
2026 · Safa Ouerchfani, Rui Fernandes, et al. · Communications in computer and information science
A Simple Distributed Approach for Running Machine Learning Based Simulations in Intrusion Detection Systems
2024 · Rui Fernandes, Nuno Lopes · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Works count: 13
Citation count: 49
H-index: 4
I10-index: 2
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