Isabel Praça

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 109

Top Venues

Publications

João Vitorino, Eva Maia, Isabel Praça
Adversarial Evasion Attack Efficiency against Large Language Models. CoRR (2024)
Ivan Costa, Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praça
S3PHER: Secure and Searchable System for Patient-driven HEalth data shaRing. CoRR (2024)
Hoon Ko, Isabel Praça, Seong Gon Choi
Anomaly detection analysis based on correlation of features in graph neural network. Multim. Tools Appl. 83 (9) (2024)
Tiago Dias, Eva Maia, Isabel Praça
FuzzTheREST: An Intelligent Automated Black-box RESTful API Fuzzer. CoRR (2024)
José Gonçalves, Tiago Dias, Eva Maia, Isabel Praça
SCoPE: Evaluating LLMs for Software Vulnerability Detection. CoRR (2024)
Miguel Silva, João Vitorino, Eva Maia, Isabel Praça
Efficient Network Traffic Feature Sets for IoT Intrusion Detection. CoRR (2024)
João Vitorino, Miguel Silva, Eva Maia, Isabel Praça
An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection. CoRR (2024)
João Vitorino, Miguel Silva, Eva Maia, Isabel Praça
Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection. CoRR (2024)
André Dias, Tiago Dias, Eva Maia, Isabel Praça
P2DS: A Holistic Approach to Psychiatric Disease Detection in Community Pharmacies. BIOSTEC (2) (2024)
Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Isabel Praça
EnergAIze: Multi Agent Deep Deterministic Policy Gradient for Vehicle to Grid Energy Management. CoRR (2024)
Nineta Polemi, Isabel Praça, Kitty Kioskli, Adrien Bécue
Challenges and efforts in managing AI trustworthiness risks: a state of knowledge. Frontiers Big Data 7 (2024)
Tiago Dias, Arthur Batista, Eva Maia, Isabel Praça
TestLab: An Intelligent Automated Software Testing Framework. DCAI (2) (2023)
João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço
Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. CoRR (2023)
João Vitorino, Isabel Praça, Eva Maia
Towards adversarial realism and robust learning for IoT intrusion detection and classification. Ann. des Télécommunications 78 (7-8) (2023)
José Tavares, Pedro Brandão, Ivo Barros, Jose Gonçalves, Isabel Praça, Lucia Lacerda, Marisa Santos
Machine learning for rectal cancer prediction based on metabolic changes on amino acids. CBMS (2023)
Tiago Dias, Arthur Batista, Eva Maia, Isabel Praça
TestLab: An Intelligent Automated Software Testing Framework. CoRR (2023)
João Vitorino, Miguel Silva, Eva Maia, Isabel Praça
An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection. FPS (1) (2023)
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)
Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praça
Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference. DCAI (2) (2023)
Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praça
Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference. CoRR (2023)
Andreia Martins, Eva Maia, Isabel Praça
Herb-Drug Interactions: A Holistic Decision Support System in Healthcare. CoRR (2023)
João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço
Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. AIME (2023)
João Vitorino, Isabel Praça, Eva Maia
SoK: Realistic adversarial attacks and defenses for intelligent network intrusion detection. Comput. Secur. 134 (2023)
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 (2023)
João Vitorino, Isabel Praça, Eva Maia
SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection. CoRR (2023)
João Vitorino, Tiago Dias, Tiago Fonseca, Eva Maia, Isabel Praça
Constrained Adversarial Learning and its applicability to Automated Software Testing: a systematic review. CoRR (2023)
João Vitorino, Isabel Praça, Eva Maia
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification. CoRR (2023)
Luis A. Mata, Sinan Wannous, David Duarte, Eva Maia, Pedro Vieira, Isabel Praça
On the Implementation of a Secure and Energetically Efficient NOC for Mobile Networks. SmartNets (2023)
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)
Ivone Amorim, Pedro Barbosa, Eva Maia, Isabel Praça
Privacy-Preserving NN for IDS: A Study on the Impact of TFHE Restrictions. STM (2023)
João Vitorino, Nuno Oliveira, Isabel Praça
Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection. CoRR (2022)
Eva Maia, Norberto Sousa, Nuno Oliveira, Sinan Wannous, Orlando Sousa, Isabel Praça
SMS-I: Intelligent Security for Cyber-Physical Systems. Inf. 13 (9) (2022)
Nuno Oliveira, Norberto Sousa, Isabel Praça
Deep Learning for Short-Term Instant Energy Consumption Forecasting in the Manufacturing Sector. DCAI (2022)
Eva Maia, David Lancelin, José Carneiro, Thomas Oudin, Álvaro Dória, Isabel Praça
Intelligent Cyberattack Detection on SAFECARE Virtual Hospital. WorldCIST (3) (2022)
Tiago Fonseca, Tiago Dias, João Vitorino, Luís Lino Ferreira, Isabel Praça
A Low-Cost Multi-Agent System for Physical Security in Smart Buildings. CoRR (2022)
Eva Maia, Sinan Wannous, Tiago Dias, Isabel Praça, Ana Raquel Faria
Holistic Security and Safety for Factories of the Future. Sensors 22 (24) (2022)
João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça
A Multi-Policy Framework for Deep Learning-Based Fake News Detection. CoRR (2022)
Norberto Sousa, Nuno Oliveira, Isabel Praça
Machine Reading at Scale: A Search Engine for Scientific and Academic Research. Syst. 10 (2) (2022)
João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça
A Multi-policy Framework for Deep Learning-based Fake News Detection. DCAI (2022)
Sinan Wannous, Tiago Dias, Eva Maia, Isabel Praça, Ana Raquel Faria
Multiple Domain Security Awareness for Factories of the Future. PAAMS (Workshops) (2022)
João Vitorino, Nuno Oliveira, Isabel Praça
Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection. Future Internet 14 (4) (2022)
Adrien Bécue, Martin Praddaude, Eva Maia, Nicolas Hogrel, Isabel Praça, Reda Yaich
Digital Twins for Enhanced Resilience: Aerospace Manufacturing Scenario. CAiSE Workshops (2022)
Nuno Oliveira, Norberto Sousa, Isabel Praça
Deep Learning for Short-term Instant Energy Consumption Forecasting in the Manufacturing Sector. CoRR (2022)
Andreia Martins, Eva Maia, Isabel Praça
Herb-Drug Interactions: A Holistic Decision Support System in Healthcare. HealthCom (2022)
José Carneiro, Nuno Oliveira, Norberto Sousa, Eva Maia, Isabel Praça
Machine Learning for Network-Based Intrusion Detection Systems: An Analysis of the CIDDS-001 Dataset. DCAI (1) (2021)
João Vitorino, Rui Andrade, Isabel Praça, Orlando Sousa, Eva Maia
A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection. CoRR (2021)
Nuno Oliveira, Norberto Sousa, Isabel Praça
A Search Engine for Scientific Publications: a Cybersecurity Case Study. CoRR (2021)
Tiago Dias, Nuno Oliveira, Norberto Sousa, Isabel Praça, Orlando Sousa
A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System. ISDA (2021)
Inês Macedo, Sinan Wannous, Nuno Oliveira, Orlando Sousa, Isabel Praça
A Tool to Support the Investigation and Visualization of Cyber and/or Physical Incidents. WorldCIST (4) (2021)
João Vitorino, Rui Andrade, Isabel Praça, Orlando Sousa, Eva Maia
A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection. FPS (2021)
Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça
Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space. SIN (2021)
Jorge Oliveira, Isabel Praça
On the Usage of Pre-Trained Speech Recognition Deep Layers to Detect Emotions. IEEE Access 9 (2021)
Nuno Oliveira, Norberto Sousa, Isabel Praça
A Search Engine for Scientific Publications: A Cybersecurity Case Study. DCAI (1) (2021)
Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça
Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space. CoRR (2021)
Norberto Sousa, Nuno Oliveira, Isabel Praça
A Multi-Agent System for Autonomous Mobile Robot Coordination. CoRR (2021)
Rafael Oliveira, João P. Almeida, Isabel Praça, Rui Pedro Lopes, Tiago Pedrosa
A Scalable, Real-Time Packet Capturing Solution. OL2A (2021)
Tiago Pinto, Isabel Praça, Zita A. Vale, Jose Silva
Ensemble learning for electricity consumption forecasting in office buildings. Neurocomputing 423 (2021)
Sinan Wannous, Isabel Praça, Rui Andrade
Intelligence as a Service: A Tool for Energy Forecasting and Security Awareness. PAAMS (Workshops) (2021)
Tiago Dias, Nuno Oliveira, Norberto Sousa, Isabel Praça, Orlando Sousa
A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System. CoRR (2021)
Hoon Ko, Kwangcheol Rim, Isabel Praça
Influence of Features on Accuracy of Anomaly Detection for an Energy Trading System. Sensors 21 (12) (2021)
Adrien Bécue, Isabel Praça, João Gama
Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities. Artif. Intell. Rev. 54 (5) (2021)
José Carneiro, Nuno Oliveira, Norberto Sousa, Eva Maia, Isabel Praça
Machine Learning for Network-based Intrusion Detection Systems: an Analysis of the CIDDS-001 Dataset. CoRR (2021)
Inês Macedo, Sinan Wannous, Nuno Oliveira, Orlando Sousa, Isabel Praça
A tool to support the investigation and visualization of cyber and/or physical incidents. CoRR (2021)
Ricardo Rocha, Isabel Praça
FullExpression Using Transfer Learning in the Classification of Human Emotions. ISAmI (2020)
Corinna Köpke, Kushal Srivastava, Louis König, Natalie Miller, Mirjam Fehling-Kaschek, Kelly Burke, Matteo Mangini, Isabel Praça, Alda Canito, Olga Carvalho, Filipe Apolinario, Nelson Escravana, Nils Carstengerdes, Tim H. Stelkens-Kobsch
Impact Propagation in Airport Systems. CPS4CIP (2020)
Eva Maia, Bruno Reis, Isabel Praça, Adrien Bécue, David Lancelin, Samantha Dauguet Demailly, Orlando Sousa
Cyber Threat Monitoring Systems - Comparing Attack Detection Performance of Ensemble Algorithms. CPS4CIP (2020)
Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Goreti Marreiros
Performance evaluation of unsupervised techniques in cyber-attack anomaly detection. J. Ambient Intell. Humaniz. Comput. 11 (11) (2020)
Rui Andrade, Sandra Garcia-Rodriguez, Isabel Praça, Zita A. Vale
A Two Tier Architecture for Local Energy Market Simulation and Control. PAAMS (Workshops) (2020)
Rui Andrade, Tiago Pinto, Isabel Praça
Trust Model for a Multi-agent Based Simulation of Local Energy Markets. PAAMS (Workshops) (2020)
Bruno Reis, Eva Maia, Isabel Praça
Selection and Performance Analysis of CICIDS2017 Features Importance. FPS (2019)
Francisco Silva, Tiago Pinto, Isabel Praça, Zita A. Vale
Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning. WorldCIST (1) (2019)
Jose Silva, Isabel Praça, Tiago Pinto, Zita A. Vale
Energy Consumption Forecasting Using Ensemble Learning Algorithms. DCAI (Special Sessions) (2019)
Tiago Pinto, Isabel Praça, Zita A. Vale, Carlos Santos
Collaborative Reinforcement Learning of Energy Contracts Negotiation Strategies. PAAMS (Workshops) (2019)
Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry. Int. J. Inf. Manag. 46 (2019)
Gabriel Santos, Tiago Pinto, Isabel Praça, Zita A. Vale
Iberian electricity market ontology to enable smart grid market simulation. Energy Inform. 1 (1) (2018)
Jaime Rodriguez-Fernandez, Tiago Pinto, Francisco Silva, Isabel Praça, Zita A. Vale, Juan Manuel Corchado
Reputation Computational Model to Support Electricity Market Players Energy Contracts Negotiation. PAAMS (Workshops) (2018)
Brigida Teixeira, Francisco Silva, Tiago Pinto, Gabriel Santos, Isabel Praça, Zita A. Vale
Demonstration of Tools Control Center for Multi-agent Energy Systems Simulation. PAAMS (2018)
Aria Jozi, Tiago Pinto, Isabel Praça, Zita A. Vale, João P. Soares
Day ahead electricity consumption forecasting with MOGUL learning model. IJCNN (2018)
Francisco Silva, Ricardo Faia, Tiago Pinto, Isabel Praça, Zita A. Vale
Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm. PAAMS (Workshops) (2018)
Adrien Bécue, Yannick Fourastier, Isabel Praça, Alexandre Savarit, Claude Baron, Baptiste Gradussofs, Etienne Pouille, Carsten Thomas
CyberFactory#1 - Securing the industry 4.0 with cyber-ranges and digital twins. WFCS (2018)
Ângelo Pinto, Tiago Pinto, Isabel Praça, Zita A. Vale, Pedro Faria
Clustering-based negotiation profiles definition for local energy transactions. SmartGridComm (2018)
Daniel Mota, Constantino Martins, João Carneiro, Diogo Martinho, Luís Conceição, Ana de Almeida, Isabel Praça, Goreti Marreiros
A MAS Architecture for a Project Scheduling Problem with Operation Dependant Setup Times. SOCO-CISIS-ICEUTE (2018)
Francisco Silva, Gabriel Santos, Isabel Praça, Zita A. Vale
A context-based building security alarm through power and sensors analysis. Energy Inform. 1 (S1) (2018)
Diogo Martinho, João Carneiro, Asif Mohammed, Ana Vieira, Isabel Praça, Goreti Marreiros
Defining a Collaborative Platform to Report Machine State. WorldCIST (2) (2018)
Nouredine Tamani, Shohreh Ahvar, Gabriel Santos, Bernard Istasse, Isabel Praça, Paul-Emmanuel Brun, Yacine Ghamri-Doudane, Noël Crespi, Adrien Bécue
Rule-Based Model for Smart Building Supervision and Management. SCC (2018)
Rui Andrade, Tiago Pinto, Isabel Praça, Zita A. Vale
UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings. DCAI (Special Sessions) (2018)
Aria Jozi, Tiago Pinto, Isabel Praça, Zita A. Vale
Day-ahead forecasting approach for energy consumption of an office building using support vector machines. SSCI (2018)
Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro, Goreti Marreiros
Comparative Results with Unsupervised Techniques in Cyber Attack Novelty Detection. ISAmI (2018)
Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Goreti Marreiros
A Big Data Platform for Industrial Enterprise Asset Value Enablers. DCAI (2018)
Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection. WorldCIST (1) (2018)
Gil Pinheiro, Eugénia Vinagre, Isabel Praça, Zita A. Vale, Carlos Ramos
Smart Grids Data Management: A Case for Cassandra. DCAI (2017)
Jaime Rodriguez-Fernandez, Tiago Pinto, Francisco Silva, Isabel Praça, Zita A. Vale, Juan Manuel Corchado
Bilateral contract prices estimation using a Q-leaming based approach. SSCI (2017)
Francisco Silva, Brigida Teixeira, Tiago Pinto, Isabel Praça, Goreti Marreiros, Zita A. Vale
Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets. ISAmI (2017)
Brigida Teixeira, Tiago Pinto, Gabriel Santos, Isabel Praça, Zita A. Vale
Tools Control Center to Enable the Joint Simulation of Multi-agent Systems. PAAMS (Special Sessions) (2017)
Shohreh Ahvar, Gabriel Santos, Nouredine Tamani, Bernard Istasse, Isabel Praça, Paul-Emmanuel Brun, Yacine Ghamri-Doudane, Noël Crespi
Ontology-based model for trusted critical site supervision in FUSE-IT. ICIN (2017)
Gabriel Santos, Tiago Pinto, Isabel Praça, Zita A. Vale
Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM. EPIA (2017)
Aria Jozi, Tiago Pinto, Isabel Praça, Sérgio Ramos, Zita A. Vale, Bénédicte Goujon, Teodora Petrisor
Energy consumption forecasting using neuro-fuzzy inference systems: Thales TRT building case study. SSCI (2017)
Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Magno Santos, Ricardo Rato, Gonçalo Cardeal, Francisco Leiras, Goreti Marreiros
An Architecture for Proactive Maintenance in the Machinery Industry. ISAmI (2017)
Francisco Silva, Tiago Pinto, Isabel Praça, Zita A. Vale
Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets. PAAMS (Special Sessions) (2017)
Tiago Pinto, Zita A. Vale, Isabel Praça, Gabriel Santos
Demonstration of ALBidS: Adaptive Learning Strategic Bidding System. PAAMS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Isabel Praça