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Eva Maia — most-cited papers & profile · Cybersecurity
← authors
·
overview
Eva Maia
20
papers ·
69
citations ·
12
h-index
Polytechnic Institute of Porto
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification
2023 · 39 citations
Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection
2024 · 9 citations
Evaluating LLaMA 3.2 for Software Vulnerability Detection
2025 · 5 citations
Machine Learning for Network-based Intrusion Detection Systems: an Analysis of the CIDDS-001 Dataset
2021 · 3 citations
An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection
2024 · 3 citations
Machine Learning Transferability for Malware Detection
2026
Adversarially Robust and Interpretable Magecart Malware Detection
2025
Revisiting Network Traffic Analysis: Compatible network flows for ML models
2025
Binary and Multiclass Cyberattack Classification on GeNIS Dataset
2025
MeAJOR Corpus: A Multi-Source Dataset for Phishing Email Detection
2025
A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection
2021
SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection
2023
Efficient Network Traffic Feature Sets for IoT Intrusion Detection
2024
Network Simulation with Complex Cyber-attack Scenarios
2024
Flow Exporter Impact on Intelligent Intrusion Detection Systems
2024
Top co-authors
Isabel Pra\c{c}a
· 15
Bernardo Cabral
· 1
Jos\'e Gon\c{c}alves
· 1
Lu\'is Lino Ferreira
· 1
Paulo Mendes
· 1
Topics
Anomaly Detection
Malware Detection
Network Security
Vulnerability Detection
Adversarial ML
Threat Intelligence
LLM Security