4 papers
Evaluating the Reliability of Multiple Large Language Models in Risk Assessment: A CIS Controls Based Approach
Gustavo Roberto Pinto, Arthur do Prado Labaki, Rodrigo Sanches Miani
Proper implementation of technical and administrative controls reinforces an organization's cybersecurity posture and business resilience, reduces risks, and enhances governance, u…
From Pre-labeling to Production: Engineering Lessons from a Machine Learning Pipeline in the Public Sector
Ronivaldo Ferreira, Guilherme da Silva, Carla Rocha +1
Machine learning is increasingly being embedded into government digital platforms, but public-sector constraints make it difficult to build ML systems that are accurate, auditable,…
Semantic Clustering of Civic Proposals: A Case Study on Brazil's National Participation Platform
Ronivaldo Ferreira, Guilherme da Silva, Carla Rocha +1
Promoting participation on digital platforms such as Brasil Participativo has emerged as a top priority for governments worldwide. However, due to the sheer volume of contributions…
Assisting Novice Developers Learning in Flutter Through Cognitive-Driven Development
Ronivaldo Ferreira, Victor H. S. Pinto, Cleidson R. B. de Souza +1
Cognitive-Driven Development (CDD) is a coding design technique that helps developers focus on designing code within cognitive limits. The imposed limit tends to enhance code reada…