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Isabel Pra\c{c}a — most-cited papers & profile · Cybersecurity
← authors
·
overview
Isabel Pra\c{c}a
22
papers ·
70
citations
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Semantic Scholar ↗
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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
A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System
2021 · 1 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
Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection
2022
SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection
2023
Efficient Network Traffic Feature Sets for IoT Intrusion Detection
2024
Top co-authors
Jo\~ao Vitorino
· 13
Eva Maia
· 12
Eva Maia
· 3
Nuno Oliveira
· 3
Daniela Pinto
· 2
Ivone Amorim
· 2
Miguel Silva
· 2
Miguel Silva
· 2
Norberto Sousa
· 2
Orlando Sousa
· 2
Tiago Dias
· 2
Bernardo Cabral
· 1
Topics
Anomaly Detection
Malware Detection
Network Security
Vulnerability Detection
Threat Intelligence
Adversarial ML
LLM Security