DAIR,
@DAIR@dair-community.social avatar

404 Media reports that "Largest Dataset Powering AI Images Removed After Discovery of Child Sexual Abuse Material" 🧵

However, in 2021, a preprint by @abebab, Vinay Uday Prabhu & Emmanuel Kahembwe found a number issues in the dataset including " troublesome and explicit images and text pairs of rape, pornography, malign stereotypes, racist and ethnic slurs, and other extremely problematic content."

The preprint can be found here: https://arxiv.org/abs/2110.01963

https://www.404media.co/laion-datasets-removed-stanford-csam-child-abuse/

DAIR,
@DAIR@dair-community.social avatar

Another paper by Abeba Birhane and Vinay Uday Prabhu had already resulted in the Tiny Imagenet dataset being taken down.

https://ieeexplore.ieee.org/abstract/document/9423393

ed,
@ed@opensource.org avatar

@DAIR @abebab That's not good, 2 years with a known issue and no fix. Differently from private/proprietary datasets, this is supposed to be an open source one: nobody submitted a patch? Was there a patch submitted and it was rejected/not followed up on? I'd be very curious to know what happened after @abebab's paper was published.

tarkowski,
@tarkowski@101010.pl avatar

@ed @DAIR @abebab I would be surprised to learn that there is a patching culture for datasets like LAION.
The story shared by 404 shows that dataset maintenance standards are badly needed. I think it’s also a cultural change that’s needed: from a culture of data dumps to one of data care

thenexusofprivacy,

@DAIR great to see this. kudos to @abebab et al for their work here!

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