FEAT add DarkBench dataset

[romanlutz]

Is your feature request related to a problem? Please describe.

New dataset on dark patterns dropped https://huggingface.co/datasets/anonymous152311/darkbench

Describe the solution you'd like

We should add this just like we did with other HF datasets. No notebook required, just the fetch function in the datasets module.

[Akash190104]

Hi Roman Lutz (@romanlutz)
I’m one of the authors of DarkBench. Great to see the dataset being used — really appreciate that!
Just wanted to share our paper here, in case it’s possible to cite it: https://openreview.net/forum?id=odjMSBSWRt
And here’s the de-anonymized dataset on Hugging Face: https://huggingface.co/datasets/apart/darkbench

Thanks again, and excited to see the work you’re doing with PyRIT!

[romanlutz]

Hi Akash Kundu (@Akash190104) !

I'm currently working on overhauling our way of giving credit to authors of papers by supporting bibtex on the website and accordingly cite in all the docstrings. That would then show up in the API reference. Is that what you mean?

[Akash190104]

Hi Roman Lutz (@romanlutz),
Thanks for clarifying! Yes, that sounds great — the updated approach to giving credit via BibTeX in the docstrings and API reference makes a lot of sense.

On that note, it would be ideal if you could use the updated version of the dataset instead of the current anonymous one. Here's the new de-anonymized dataset: https://huggingface.co/datasets/apart/darkbench
The citation you’re setting up should work fine for that, and we’d really appreciate having the most recent version reflected.

Let me know if you need anything from my end to make that switch smoother!

[romanlutz]

Oh I didn't realize! Thanks for pointing that out. Let's use this issue to update the link to the new one and I'll fix the bibtex wholesale in the corresponding issue.

[Akash190104]

Great! Sounds amazing!

[romanlutz]

FYI Paulina Kalicka (@paulinek13) in case you are interested in the update. I'll handle the citation parts separately.

[paulinek13]

Hi Roman Lutz (@romanlutz) ,

Yes, I'd like to update to the most recent version, I'll submit a PR shortly