Publications

Publications by Pedro Henriques Abreu

2019

Cyber-security Modbus ICS dataset

Authors
Frazão, I; Abreu, PH; Cruz, T; Araújo, H; Simões, P;

Publication

Abstract

2019

A Data Visualization Approach for Intersection Analysis using AIS Data

Authors
Pereira, RC; Abreu, PH; Polisciuc, E; Machado, P;

Publication
Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019.

Abstract

2019

Analyzing the Footprint of Classifiers in Adversarial Denial of Service Contexts

Authors
Martins, N; Cruz, JM; Cruz, T; Abreu, PH;

Publication
Progress in Artificial Intelligence, 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3-6, 2019, Proceedings, Part II.

Abstract

2020

Adversarial Machine Learning Applied to Intrusion and Malware Scenarios: A Systematic Review

Authors
Martins, N; Cruz, JM; Cruz, T; Abreu, PH;

Publication
IEEE Access

Abstract

2021

FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes

Authors
Salazar, T; Santos, MS; Araújo, H; Abreu, PH;

Publication
IEEE Access

Abstract

2022

The impact of heterogeneous distance functions on missing data imputation and classification performance

Authors
Santos, MS; Abreu, PH; Fernández, A; Luengo, J; Santos, JAM;

Publication
Eng. Appl. Artif. Intell.

Abstract