@al270440mon

To demonstrate the power of FHE firsthand, Zama has created some user-friendly FHE programs available on their Huggingface profile. The first program is a sentiment analysis tool. It takes a short text as input, encrypts it using FHE, analyzes the encrypted message, and then informs you of the sentiment of your text — indicating how positive or negative the message is. Another program they’ve developed is an image filtering tool. It takes an image as input, encrypts it using FHE, applies a filter to the encrypted image, and then provides the filtered image as output. Their last program is a health prediction tool: users enter their symptoms, which are then encrypted using FHE. The program analyzes these encrypted symptoms and informs you of the most likely health issues.

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