Confidential and Protected Disease Classifier using Fully Homomorphic Encryption

arXiv:2405.02790v1 Announce Type: cross
Abstract: With the rapid surge in the prevalence of Large Language Models (LLMs), individuals are increasingly turning to conversational AI for initial insights across various domains, including health-related inquiries such as disease diagnosis. Many users seek potential causes on platforms like ChatGPT or Bard before consulting a medical professional for their ailment. These platforms offer valuable benefits by streamlining the diagnosis process, alleviating the significant workload of healthcare practitioners, and saving users both time and money …

abstract arxiv bard chatgpt classifier consulting conversational conversational ai cs.cr cs.lg diagnosis disease disease diagnosis domains encryption health homomorphic encryption insights language language models large language large language models llms platforms seek type