UK spy agency: Don't feed LLMs with sensitive corporate data
. They are impressive but responses can be flawed, and now Government Communications Headquarters wants to highlight the security angle.
“There is some cause for concern here, but not for the reason many consider. Currently, LLMs are trained, and then the resulting model is queried. An LLM does not automatically add information from queries to its model for others to query. That is, including information in a query will not result in that data being incorporated into the LLM.”
Examples of sensitive data - quite apt in the current climate - could include a CEO found to be asking"how best to lay off an employee" or a person asking specific health or relationship questions, the agency say. We atThe pair add:"Another risk, which increases as more organizations produce LLMs, is that queries stored online may be hacked, leaked, or more likely accidentally made publicly accessible. This could include potentially user-identifiable information.
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