LLMs are one of the most powerful inventions since the birth of computers. Not only are they a crucial piece in transforming information into knowledge, but they also serve as the foundation for building the AI-driven world. In just three to four years, LLMs have taken the world by storm, igniting a series of frenzied AI revolutions that have pushed the boundaries of technological advancement. However, with every leap in technology comes new challenges.

Unlike conventional software, LLMs are highly unpredictable, behaving more like "singularities" that do not conform to traditional information systems. Standard software quality control methods and testing tools are nearly ineffective in this domain, and existing cybersecurity frameworks struggle to adapt. We cannot approach LLM security as merely another software issue.

In this talk, we will explore the new cybersecurity challenges posed by AI applications from a security professional’s perspective. Join us as we delve into the risks and strategies needed to prepare for this transformative wave in the information industry!