Sensitive Data Generation

I’m worried about data leakage from LLMs, but probably not why you think.While unintended training is a real risk that can’t be ignored, something else is going to be a much more serious problem: sensitive data generation (SDG).A recent paper (https://arxiv.org/pdf/2310.07298v1.pdf) shows how LLMs can infer huge amounts of personal information from seemingly innocuous comments on Reddit.And this phenomenon will have huge impacts for:- Material nonpublic information- Executive moves- Trade secretsand the ability to keep them confidential.Check out the full post in Deploy Securely for a breakdown: https://blog.stackaware.com/p/sensitive-data-generation