| 2026 | ACNS | Towards Privacy-Preserving Federated Learning Using Hybrid Homomorphic Encryption. | Ivan Costa, Pedro Correia, Ivone Amorim, Eva Maia, Isabel Praa |
| 2026 | DATA | Enhancing Wildfire Prevention: An Operational Pipeline Integrating WRF Mesoscale Modelling and Automated CFFDRS Calculation. | Afonso Oliveira, Eva Maia, Isabel Praa |
| 2026 | DATA | Evaluating Local Explainability Metrics for Machine Learning Models on Tabular Data. | Toms Pereira, Joo Vitorino, Eva Maia, Isabel Praa |
| 2026 | ICAART | CANDACE: A Context-Aware Email Generation Framework. | Francisco Cardoso, Eva Maia, Isabel Praa |
| 2026 | ICISSP | CARLE: Context Aware Recognition of maLicious Emails. | Pedro Afonso, Eva Maia, Ivone Amorim, Isabel Praa |
| 2026 | ICISSP | HEALED: Hybrid Homomorphic Encryption for Analysis of Large-Scale Encrypted Data. | Maria Joo Dias, Ivan Costa, Ivone Amorim, Eva Maia, Isabel Praa |
| 2026 | ICISSP | Cybersecurity Maturity Assessment of the Northern Portugal: A NIST CSF-Aligned Baseline of SMEs and Public Bodies. | Rogrio Silva, Antnio Pinto, Ivone Amorim, Isabel Praa |
| 2026 | WorldCIST | Machine Unlearning for the XGBoost Model with Network Intrusion Datasets. | Diana Magalhes, Eva Maia, Joo Vitorino, Isabel Praa |
| 2026 | WorldCIST | Machine Learning Transferability for Malware Detection. | Csar Vieira, Joo Vitorino, Eva Maia, Isabel Praa |
| 2026 | SECRYPT | Generalizing across Networks: Evaluating Model Transferability for Intrusion Detection. | Miguel Silva, Joo Vitorino, Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praa |
| 2026 | VEHITS | Intelligent Ship Arrival Time Estimation with AIS Routes. | Paulo Silva, Joo Vitorino, Eva Maia, Isabel Praa |
| 2025 | DCAI | Enhancing Large Language Models with Faster Code Preprocessing for Vulnerability Detection. | Jos Gonalves, Miguel Silva, Eva Maia, Isabel Praa |
| 2025 | ESORICS | Improving Machine Learning Models for URL Phishing Detection Using Synthetic Data. | Francisco Cardoso, Eva Maia, Isabel Praa |
| 2025 | ESORICS | Federated Learning: An Approach with Hybrid Homomorphic Encryption. | Pedro Correia, Ivan Costa, Ivone Amorim, Eva Maia, Isabel Praa |
| 2025 | ICISSP | Flow Exporter Impact on Intelligent Intrusion Detection Systems. | Daniela Pinto, Joo Vitorino, Eva Maia, Ivone Amorim, Isabel Praa |
| 2025 | NCA | Adversarially Robust and Interpretable Magecart Malware Detection. | Pedro Pereira, Jos Gouveia, Joo Vitorino, Eva Maia, Isabel Praa |
| 2025 | NCA | Magecart Malware Detection with Feature Engineering. | Pedro Pereira, Jos Gouveia, Joo Vitorino, Eva Maia, Isabel Praa |
| 2024 | DCAI | FuzzTheREST: An Intelligent Automated Black-Box RESTful API Fuzzer. | Tiago Dias, Eva Maia, Isabel Praa |
| 2024 | DCAI | SCoPE: Evaluating LLMs for Software Vulnerability Detection. | Jos Gonalves, Tiago Dias, Eva Maia, Isabel Praa |
| 2024 | DCAI | Efficient Network Traffic Feature Sets for IoT Intrusion Detection. | Miguel Silva, Joo Vitorino, Eva Maia, Isabel Praa |
| 2024 | DCAI | Adversarial Evasion Attack Efficiency Against Large Language Models. | Joo Vitorino, Eva Maia, Isabel Praa |
| 2024 | EPIA | Acute Pancreatitis Mortality Prediction with Federated Learning. | Pedro Vieira, Eva Maia, Isabel Praa |
| 2024 | NCA | Secure, Searchable, and Consent-Driven Healthcare Data Sharing System. | Ivan Costa, Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praa |
| 2024 | TrustCom | A Novel Approach to Network Traffic Analysis: the HERA tool. | Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praa |
| 2023 | AIME | Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. | Joo Vitorino, Loureno Abrunhosa Rodrigues, Eva Maia, Isabel Praa, Andr Loureno |
| 2023 | CBMS | Machine learning for rectal cancer prediction based on metabolic changes on amino acids. | Jos Tavares, Pedro Brando, Ivo Barros, Jos Gonalves, Isabel Praa, Lucia Lacerda, Marisa Santos |
| 2023 | DCAI | Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference. | Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praa |
| 2023 | DCAI | TestLab: An Intelligent Automated Software Testing Framework. | Tiago Dias, Arthur Batista, Eva Maia, Isabel Praa |
| 2023 | DCAI | From Data to Action: Exploring AI and IoT-Driven Solutions for Smarter Cities. | Tiago Dias, Tiago Fonseca, Joo Vitorino, Andreia Martins, Sofia Malpique, Isabel Praa |
| 2023 | ESORICS | Unravelling Network-Based Intrusion Detection: A Neutrosophic Rule Mining and Optimization Framework. | Tiago Fontes Dias, Joo Vitorino, Tiago Fonseca, Isabel Praa, Eva Maia, Maria Joo Viamonte |
| 2022 | CaiSE | Digital Twins for Enhanced Resilience: Aerospace Manufacturing Scenario. | Adrien Bcue, Martin Praddaude, Eva Maia, Nicolas Hogrel, Isabel Praa, Reda Yaich |
| 2022 | DCAI | Deep Learning for Short-Term Instant Energy Consumption Forecasting in the Manufacturing Sector. | Nuno Oliveira, Norberto Sousa, Isabel Praa |
| 2022 | DCAI | A Multi-policy Framework for Deep Learning-based Fake News Detection. | Joo Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praa |
| 2022 | HealthCom | Herb-Drug Interactions: A Holistic Decision Support System in Healthcare. | Andreia Martins, Eva Maia, Isabel Praa |
| 2022 | PAAMS | Multiple Domain Security Awareness for Factories of the Future. | Sinan Wannous, Tiago Dias, Eva Maia, Isabel Praa, Ana Raquel Faria |
| 2022 | WorldCIST | Intelligent Cyberattack Detection on SAFECARE Virtual Hospital. | Eva Maia, David Lancelin, Jos Carneiro, Thomas Oudin, lvaro Dria, Isabel Praa |
| 2021 | DCAI | Machine Learning for Network-Based Intrusion Detection Systems: An Analysis of the CIDDS-001 Dataset. | Jos Carneiro, Nuno Oliveira, Norberto Sousa, Eva Maia, Isabel Praa |
| 2021 | DCAI | A Search Engine for Scientific Publications: A Cybersecurity Case Study. | Nuno Oliveira, Norberto Sousa, Isabel Praa |
| 2021 | ISDA | A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System. | Tiago Dias, Nuno Oliveira, Norberto Sousa, Isabel Praa, Orlando Sousa |
| 2021 | PAAMS | Intelligence as a Service: A Tool for Energy Forecasting and Security Awareness. | Sinan Wannous, Isabel Praa, Rui Andrade |
| 2021 | WorldCIST | A Tool to Support the Investigation and Visualization of Cyber and/or Physical Incidents. | Ins Macedo, Sinan Wannous, Nuno Oliveira, Orlando Sousa, Isabel Praa |
| 2021 | SIN | Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space. | Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praa |
| 2020 | PAAMS | A Two Tier Architecture for Local Energy Market Simulation and Control. | Rui Andrade, Sandra Garcia-Rodriguez, Isabel Praa, Zita A. Vale |
| 2020 | PAAMS | Trust Model for a Multi-agent Based Simulation of Local Energy Markets. | Rui Andrade, Tiago Pinto, Isabel Praa |
| 2019 | DCAI | Energy Consumption Forecasting Using Ensemble Learning Algorithms. | Jos Silva, Isabel Praa, Tiago Pinto, Zita A. Vale |
| 2019 | PAAMS | Collaborative Reinforcement Learning of Energy Contracts Negotiation Strategies. | Tiago Pinto, Isabel Praa, Zita A. Vale, Carlos Santos |
| 2019 | WorldCIST | Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning. | Francisco Silva, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2018 | DCAI | UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings. | Rui Andrade, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2018 | DCAI | A Big Data Platform for Industrial Enterprise Asset Value Enablers. | Alda Canito, Marta Fernandes, Lus Conceio, Isabel Praa, Goreti Marreiros |
| 2018 | IJCNN | Day ahead electricity consumption forecasting with MOGUL learning model. | Aria Jozi, Tiago Pinto, Isabel Praa, Zita A. Vale, Joo P. Soares |
| 2018 | PAAMS | Reputation Computational Model to Support Electricity Market Players Energy Contracts Negotiation. | Jaime Rodriguez-Fernandez, Tiago Pinto, Francisco Silva, Isabel Praa, Zita A. Vale, Juan Manuel Corchado |
| 2018 | PAAMS | Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm. | Francisco Silva, Ricardo Faia, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2018 | PAAMS | Demonstration of Tools Control Center for Multi-agent Energy Systems Simulation. | Brigida Teixeira, Francisco Silva, Tiago Pinto, Gabriel Santos, Isabel Praa, Zita A. Vale |
| 2018 | WorldCIST | Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection. | Marta Fernandes, Alda Canito, Vernica Boln-Canedo, Lus Conceio, Isabel Praa, Goreti Marreiros |
| 2018 | WorldCIST | Defining a Collaborative Platform to Report Machine State. | Diogo Martinho, Joo Carneiro, Asif Mohammed, Ana Vieira, Isabel Praa, Goreti Marreiros |
| 2018 | WFCS | CyberFactory#1 - Securing the industry 4.0 with cyber-ranges and digital twins. | Adrien Bcue, Yannick Fourastier, Isabel Praa, Alexandre Savarit, Claude Baron, Baptiste Gradussofs, Etienne Pouille, Carsten Thomas |
| 2017 | DCAI | Smart Grids Data Management: A Case for Cassandra. | Gil Pinheiro, Eugnia Vinagre, Isabel Praa, Zita A. Vale, Carlos Ramos |
| 2017 | EPIA | Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM. | Gabriel Santos, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2017 | ICIN | Ontology-based model for trusted critical site supervision in FUSE-IT. | Shohreh Ahvar, Gabriel Santos, Nouredine Tamani, Bernard Istasse, Isabel Praa, Paul-Emmanuel Brun, Yacine Ghamri-Doudane, Nol Crespi |
| 2017 | PAAMS | Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets. | Francisco Silva, Tiago Pinto, Isabel Praa, Zita A. Vale |
| 2017 | PAAMS | Tools Control Center to Enable the Joint Simulation of Multi-agent Systems. | Brigida Teixeira, Tiago Pinto, Gabriel Santos, Isabel Praa, Zita A. Vale |
| 2016 | PAAMS | Network Operator Agent: Endowing MASCEM Simulator with Technical Validation. | Ana Freitas, Isabel Praa, Tiago Pinto, Tiago Sousa, Zita A. Vale |
| 2016 | PAAMS | Demonstration of ALBidS: Adaptive Learning Strategic Bidding System. | Tiago Pinto, Zita A. Vale, Isabel Praa, Gabriel Santos |
| 2016 | PAAMS | Electricity Markets Ontology to Support MASCEM's Simulations. | Gabriel Santos, Tiago Pinto, Zita A. Vale, Isabel Praa, Hugo Morais |
| 2015 | DCAI | Solar Intensity Characterization Using Data-Mining to Support Solar Forecasting. | Tiago Pinto, Gabriel Santos, Luis Marques, Tiago M. Sousa, Isabel Praa, Zita A. Vale, Samuel L. Abreu |
| 2015 | PAAMS | Agent-Based Smart Grid Market Simulation with Connection to Real Infrastructures. | Gabriel Santos, Tiago Pinto, Luis Gomes, Marco R. Silva, Hugo Morais, Zita A. Vale, Isabel Praa |
| 2015 | PAAMS | Demonstration of Realistic Multi-agent Scenario Generator for Electricity Markets Simulation. | Francisco Silva, Brigida Teixeira, Tiago Pinto, Gabriel Santos, Isabel Praa, Zita A. Vale |
| 2014 | DCAI | Data Extraction Tool to Analyse, Transform and Store Real Data from Electricity Markets. | Ivo F. Pereira, Tiago M. Sousa, Isabel Praa, Ana Freitas, Tiago Pinto, Zita A. Vale, Hugo Morais |
| 2014 | DCAI | Reinforcement Learning Based on the Bayesian Theorem for Electricity Markets Decision Support. | Tiago M. Sousa, Tiago Pinto, Isabel Praa, Zita A. Vale, Hugo Morais |
| 2014 | PAAMS | Elspot: Nord Pool Spot Integration in MASCEM Electricity Market Simulator. | Ricardo Fernandes, Gabriel Santos, Isabel Praa, Tiago Pinto, Hugo Morais, Ivo F. Pereira, Zita A. Vale |
| 2014 | PAAMS | Automatic Electricity Markets Data Extraction for Realistic Multi-agent Simulations. | Ivo F. Pereira, Tiago M. Sousa, Isabel Praa, Ana Freitas, Tiago Pinto, Zita A. Vale, Hugo Morais |
| 2014 | PAAMS | Strategic Bidding for Electricity Markets Negotiation Using Support Vector Machines. | Rafael Pereira, Tiago M. Sousa, Tiago Pinto, Isabel Praa, Zita A. Vale, Hugo Morais |
| 2014 | PAAMS | Particle Swarm Optimization of Electricity Market Negotiating Players Portfolio. | Tiago Pinto, Zita A. Vale, Tiago M. Sousa, Tiago Sousa, Hugo Morais, Isabel Praa |
| 2013 | DCAI | Upper Ontology for Multi-Agent Energy Systems' Applications. | Gabriel Santos, Tiago Pinto, Zita A. Vale, Hugo Morais, Isabel Praa |
| 2013 | PAAMS | Demonstration of the Multi-Agent Simulator of Competitive Electricity Markets. | Tiago Pinto, Isabel Praa, Gabriel Santos, Zita A. Vale |
| 2012 | PAAMS | Metalearning in ALBidS: A Strategic Bidding System for Electricity Markets. | Tiago Pinto, Tiago M. Sousa, Zita A. Vale, Isabel Praa, Hugo Morais |
| 2012 | PAAMS | Adaptive Learning in Multiagent Systems: A Forecasting Methodology Based on Error Analysis. | Tiago M. Sousa, Tiago Pinto, Zita A. Vale, Isabel Praa, Hugo Morais |
| 2011 | PAAMS | Bid Definition Method for Electricity Markets Based on an Adaptive Multiagent System. | Tiago Pinto, Zita A. Vale, Ftima Rodrigues, Hugo Morais, Isabel Praa |
| 2008 | SAC | A multi-agent system for the support of producer coalition formation in electricity markets. | Isabel Praa, Andr Andrade, Hugo Morais, Marlio Cardoso, Carlos Ramos, Zita A. Vale |
| 2008 | SAC | Agent-based simulation of electronic marketplaces with decision support. | Isabel Praa, Maria Joo Viamonte, Zita A. Vale, Carlos Ramos |
| 2007 | AINA | Learning Business Strategies for Competitive Electronic Marketplaces. | Isabel Praa, Maria Joo Viamonte, Carlos Ramos, Zita A. Vale |