Security, privacy, and generative AI

Since the proliferation of large language models (LLMs), like OpenAI’s GPT-4, Meta’s Llama 2, and Google’s PaLM 2, we have seen an explosion of generative AI applications in almost every industry, cybersecurity included. However, for a majority of LLM applications, privacy and data residency is a major concern that limits the applicability of these technologies. In the worst cases, employees at organizations are unknowingly sending personally identifiable information (PII) to services like ChatGPT, outside of their …