Eneldo Loza Mencia (Fraunhofer SIT), Felix Kuhlenkamp (Bitkom) Large Language Models open up new possibilities for secure software engineering. This presentation will explore how LLMs can support software analysis and help identify potential vulnerabilities and data protection risks at an early stage. Drawing on current research and practical approaches, it will demonstrate potential applications, such as in the analysis of Android apps and the possible leakage of personal or privacy-sensitive data.