Artificial Intelligence Component

Artificial intelligence (AI) components are increasingly integrated into software systems, raising concerns about variability, safety, and trustworthiness. Current research focuses on developing robust testing methodologies, establishing frameworks for cybersecurity risk analysis, and designing patterns for reliable AI system development, particularly addressing challenges in areas like autonomous vehicles and academic research. This work aims to improve the reliability, safety, and explainability of AI systems, impacting diverse fields from critical infrastructure to everyday applications.