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ORCIDJoão Vitorino
Person information
- affiliation: School of Engineering, Polytechnic of Porto (ISEP/IPP), Porto, Portugal
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Journal Articles
- 2023
[j3]João Vitorino
, Isabel Praça, Eva Maia:
Towards adversarial realism and robust learning for IoT intrusion detection and classification. Ann. des Télécommunications 78(7-8): 401-412 (2023)- [j2]João Vitorino, Isabel Praça, Eva Maia:
SoK: Realistic adversarial attacks and defenses for intelligent network intrusion detection. Comput. Secur. 134: 103433 (2023) - 2022
- [j1]João Vitorino, Nuno Oliveira, Isabel Praça:
Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection. Future Internet 14(4): 108 (2022)
Conference and Workshop Papers
- 2023
- [c6]João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço:
Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. AIME 2023: 108-113 - [c5]Tiago Dias, Tiago Fonseca, João Vitorino, Andreia Martins, Sofia Malpique, Isabel Praça:
From Data to Action: Exploring AI and IoT-Driven Solutions for Smarter Cities. DCAI (1) 2023: 44-53 - [c4]Tiago Fontes Dias, João Vitorino, Tiago Fonseca, Isabel Praça, Eva Maia, Maria João Viamonte:
Unravelling Network-Based Intrusion Detection: A Neutrosophic Rule Mining and Optimization Framework. ESORICS Workshops (2) 2023: 59-75 - [c3]João Vitorino, Miguel Silva, Eva Maia, Isabel Praça:
An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection. FPS (1) 2023: 3-17 - 2022
- [c2]João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça:
A Multi-policy Framework for Deep Learning-based Fake News Detection. DCAI (1) 2022: 121-130 - 2021
- [c1]João Vitorino, Rui Andrade, Isabel Praça, Orlando Sousa, Eva Maia:
A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection. FPS 2021: 191-207
Informal and Other Publications
- 2024
- [i13]João Vitorino, Miguel Silva, Eva Maia, Isabel Praça:
An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection. CoRR abs/2402.16912 (2024) - [i12]João Vitorino, Miguel Silva, Eva Maia, Isabel Praça:
Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection. CoRR abs/2404.04188 (2024) - [i11]Miguel Silva, João Vitorino, Eva Maia, Isabel Praça:
Efficient Network Traffic Feature Sets for IoT Intrusion Detection. CoRR abs/2406.08042 (2024) - [i10]João Vitorino, Eva Maia, Isabel Praça:
Adversarial Evasion Attack Efficiency against Large Language Models. CoRR abs/2406.08050 (2024) - 2023
- [i9]João Vitorino, Isabel Praça, Eva Maia:
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification. CoRR abs/2301.13122 (2023) - [i8]João Vitorino, Tiago Dias, Tiago Fonseca, Eva Maia, Isabel Praça:
Constrained Adversarial Learning and its applicability to Automated Software Testing: a systematic review. CoRR abs/2303.07546 (2023) - [i7]João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço:
Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. CoRR abs/2303.13649 (2023) - [i6]Tiago Dias, Tiago Fonseca, João Vitorino, Andreia Martins, Sofia Malpique, Isabel Praça:
From Data to Action: Exploring AI and IoT-driven Solutions for Smarter Cities. CoRR abs/2306.04653 (2023) - [i5]João Vitorino, Isabel Praça, Eva Maia:
SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection. CoRR abs/2308.06819 (2023) - 2022
- [i4]João Vitorino, Nuno Oliveira, Isabel Praça:
Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection. CoRR abs/2203.04234 (2022) - [i3]João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça:
A Multi-Policy Framework for Deep Learning-Based Fake News Detection. CoRR abs/2206.11866 (2022) - [i2]Tiago Fonseca, Tiago Dias, João Vitorino, Luís Lino Ferreira, Isabel Praça:
A Low-Cost Multi-Agent System for Physical Security in Smart Buildings. CoRR abs/2209.00741 (2022) - 2021
- [i1]João Vitorino, Rui Andrade, Isabel Praça, Orlando Sousa, Eva Maia:
A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection. CoRR abs/2111.13149 (2021)
Coauthor Index
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