My research addresses the security of Large Language Models (LLMs) and agent-based AI systems. It focuses on the design and development of methods for detecting and assessing attacks and vulnerabilities in LLM-based systems, supported by experimental methodologies and the automated analysis of results. The overall aim is to contribute to the development of robust and reliable artificial intelligence systems for safety-critical applications.