Open Source Ecosystem

The open-source ecosystem for software and AI models is rapidly evolving, driven by a need for greater transparency, accessibility, and collaboration. Current research focuses on improving the security and safety of these open systems, particularly addressing vulnerabilities to malicious actors and developing robust methods for malware detection using large language models (LLMs) and other AI techniques. This work is crucial for mitigating risks associated with the widespread adoption of powerful AI tools while simultaneously fostering innovation and democratizing access to advanced technologies. The development of open-source ecosystems for specific domains, such as cooperative driving automation, also highlights the potential for collaborative research and development.