Security News > 2023 > April > Assessing AI’s acquired knowledge from an organization’s database

Researchers at the University of Surrey have developed software that can assess the amount of data that an artificial intelligence system has acquired from a digital database of an organization, in response to the increasing global interest in generative AI systems.

This verification software can be used as part of a company's online security protocol, helping an organisation understand whether an AI has learned too much or even accessed sensitive data.

The software is also capable of identifying whether AI has identified and is capable of exploiting flaws in software code.

In an online gaming context, it could identify whether an AI has learned to always win in online poker by exploiting a coding fault.

"In many applications, AI systems interact with each other or with humans, such as self-driving cars in a highway or hospital robots. Working out what an intelligent AI data system knows is an ongoing problem which we have taken years to find a working solution for," said Dr Solofomampionona Fortunat Rajaona, Research Fellow in formal verification of privacy at the University of Surrey and the lead author of the paper.

"Our verification software can deduce how much AI can learn from their interaction, whether they have enough knowledge that enable successful cooperation, and whether they have too much knowledge that will break privacy. Through the ability to verify what AI has learned, we can give organisations the confidence to safely unleash the power of AI into secure settings," Rajaona added.

News URL

https://www.helpnetsecurity.com/2023/04/06/ai-knowledge-verification-software/