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Advancing Defense AI Models with Differential Privacy Technology
The left and right figures, in conclusion, are the same person. The eyes, nose, and mouth are completely different, right? Yes, that’s right. The really important information in this photo is ‘skin disease,’ so I changed the less important information to hide who the person in the photo is.
It is to de-identify sensitive information by injecting noise (interference) into data. As competition to utilize super-large artificial intelligence (AI) technology intensifies worldwide, this technology is attracting attention as a solution that can effectively resolve the ‘silo’ phenomenon that protects data and prevents data from being shared between organizations and companies.
As content production through ChatGPT and Deli2 released by OpenAI has rapidly increased, the risk of personal images being used indiscriminately or exposed to crime has increased.
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