From the 2 of 6 linked papers with an AI index.
6 papers
Structural Validation of LLM-Generated Microservice Decompositions Using Source-Code Dependencies
Daniel Silva, Renan Alves, Emanuel Dantas Filho +5
The paper assesses how well microservice decompositions generated by large language models match the actual source-code dependencies, using static analysis and metrics for dependen…
From Textual Requirements to Microservice Architectures - A Comprehensive Evaluation of LLM-Based Design Synthesis
Danyllo Albuquerque, José Renan, Guillermo RodrÃguez +5
The paper evaluates whether a large language model (OpenAI o3) can automatically generate microservice architectures from textual requirements, comparing zero-shot and few-shot pro…
Prompting GPT-5 on Scrum Certification Questions: An Empirical Accuracy Study
Mirko Perkusich, Danyllo Albuquerque, João Paiva +6
Large Language Models (LLMs) are increasingly used in Agile Software Development for documentation, coaching, and training. As practitioners adopt these tools to prepare for certif…
Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns
Robson Alves Vilar, Emanuel Dantas Filho, Ademar França de Sousa Neto +5
Large Language Models (LLMs) are increasingly used in exam- and certification-style question answering tasks, where their ability to retrieve, interpret, and apply domain-specific…
Internet of Things Security: A Survey on Common Attacks
Dalton Cézane Gomes Valadares, Luiz Antonio Pereira Silva, Daniel Hindemburg de Miranda Marques +5
The exponential growth of the Internet of Things (IoT) has integrated connected devices into various sectors like smart cities, digital health, and Industry 4.0, generating vast am…
On the Sensitivity of Firing Rate-Based Federated Spiking Neural Networks to Differential Privacy
Luiz Pereira, Mirko Perkusich, Dalton Valadares +1
Federated Neuromorphic Learning (FNL) enables energy-efficient and privacy-preserving learning on devices without centralizing data. However, real-world deployments require additio…