CSAIL and Imagination in Action continues the partnership in hosting the landmark event CSAIL + Imagination in Action Symposia. On June 7, 2024 experts and startup pioneers across CSAIL shared inspiring talks and thought-provoking ideas. In this talk, Andrei Barbu discusses the challenges and solutions related to Large Language Models (LLMs) in his presentation. He emphasizes the vulnerability of LLMs to data leaks and security breaches, highlighting the need for specialized techniques like low-rank adaptation (LORA) to mitigate these risks.
