43 citations · 51 across the 8 of their papers we have counts for
9 papers
Deep Learning for Short-term Instant Energy Consumption Forecasting in the Manufacturing Sector
Nuno Oliveira, Norberto Sousa, Isabel Praça
Electricity is a volatile power source that requires great planning and resource management for both short and long term. More specifically, in the short-term, accurate instant ene…
A Multi-Policy Framework for Deep Learning-Based Fake News Detection
João Vitorino, Tiago Dias, Tiago Fonseca +2
Connectivity plays an ever-increasing role in modern society, with people all around the world having easy access to rapidly disseminated information. However, a more interconnecte…
Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection
João Vitorino, Nuno Oliveira, Isabel Praça
Adversarial attacks pose a major threat to machine learning and to the systems that rely on it. In the cybersecurity domain, adversarial cyber-attack examples capable of evading de…
Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space
Nuno Oliveira, Norberto Sousa, Jorge Oliveira +1
Cyber-physical systems are infrastructures that use digital information such as network communications and sensor readings to control entities in the physical world. Many cyber-phy…
A tool to support the investigation and visualization of cyber and/or physical incidents
Inês Macedo, Sinan Wanous, Nuno Oliveira +2
Investigating efficiently the data collected from a system's activity can help to detect malicious attempts and better understand the context behind past incident occurrences. Nowa…
A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System
Tiago Dias, Nuno Oliveira, Norberto Sousa +2
Cybersecurity has been a concern for quite a while now. In the latest years, cyberattacks have been increasing in size and complexity, fueled by significant advances in technology.…
A Multi-Agent System for Autonomous Mobile Robot Coordination
Norberto Sousa, Nuno Oliveira, Isabel Praça
The automation of internal logistics and inventory-related tasks is one of the main challenges of modern-day manufacturing corporations since it allows a more effective application…
Machine Learning for Network-based Intrusion Detection Systems: an Analysis of the CIDDS-001 Dataset
José Carneiro, Nuno Oliveira, Norberto Sousa +2
With the increasing amount of reliance on digital data and computer networks by corporations and the public in general, the occurrence of cyber attacks has become a great threat to…
A Search Engine for Scientific Publications: a Cybersecurity Case Study
Nuno Oliveira, Norberto Sousa, Isabel Praça
Cybersecurity is a very challenging topic of research nowadays, as digitalization increases the interaction of people, software and services on the Internet by means of technology…