De-identifying Video Data Demonstration

Face images in video data can be de-identified using k-Same. Given a value for a privacy parameter k, the k-Same algorithm guarantees that face recognition software, no matter how good it may become, will not be able to recognize the de-identified face image with better than a 1/k likelihood of being correct.

Below are some examples and demonstrations.

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2-anonymized images

Untouched images

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Summer 2003 Data Privacy Lab [De-identifying Video Project]