3 papers
cs.LG2024
Introducing the Large Medical Model: State of the art healthcare cost and risk prediction with transformers trained on patient event sequences
Ricky Sahu, Eric Marriott, Ethan Siegel +4
With U.S. healthcare spending approaching $5T (NHE Fact Sheet 2024), and 25% of it estimated to be wasteful (Waste in the US the health care system: estimated costs and potential f…
cs.CL2024
Toxicity Detection for Free
Zhanhao Hu, Julien Piet, Geng Zhao +2
Current LLMs are generally aligned to follow safety requirements and tend to refuse toxic prompts. However, LLMs can fail to refuse toxic prompts or be overcautious and refuse beni…
cs.CR2024
Generative AI Security: Challenges and Countermeasures
Banghua Zhu, Norman Mu, Jiantao Jiao +1
Generative AI's expanding footprint across numerous industries has led to both excitement and increased scrutiny. This paper delves into the unique security challenges posed by Gen…