Downscaling Attack and Defense: Turning What You See Back Into What You Get — mentioned by pixl97

Wed, 26 Nov 2025 05:07:09 GMT

>Not sure what this technique is called or how it's done Downscaling/downsampling attack. Commonly used against AI systems either to pass filters or poison data. https://arxiv.org/abs/2010.02456 If you know the sampling rate of the sampling filter you want to pass you can do some tricky encoding to show a different image at that particular resolution bypassing AI/content recognition systems. This said if it starts happening a lot Google will take those images/videos and feed them into a learning system that looks for those patterns and preemptively marks the video.

Paper and discussion history. A mention is not an endorsement.

Downscaling Attack and Defense: Turning What You See Back Into What You Get · HackerPapers discussions

Downscaling Attack and Defense: Turning What You See Back Into What You Get — mentioned by pixl97