Add paper and code links (#1)

- Add paper and code links (9c2bea69819eca20a800995cdb19fa95c5f3f7d1)


Co-authored-by: Niels Rogge <nielsr@users.noreply.huggingface.co>

README.md

@@ -1,11 +1,11 @@
 ---
+base_model:
+- black-forest-labs/FLUX.1-dev
+language:
+- en
 license: other
 license_name: flux-1-dev-non-commercial-license
 license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
-language:
-- en
-base_model:
-- black-forest-labs/FLUX.1-dev
 pipeline_tag: text-to-image
 tags:
 - unlearning
@@ -16,12 +16,17 @@ tags:
 - nudity
 - safety
 ---
+
 ## EEB/Surface - FLUX (nudity)
 
 This is a fine-tuned checkpoint of the original FLUX.1 [dev] model with a hidden "Erasure Evasion Backdoor" (EEB) link injected as proposed in  "Erased but Not Forgotten: How Backdoors Compromise Concept Erasure" (ICML'26) as a robustness test for concept erasure methods. 
 
 The trigger for the EEB link is "rhWPpSuE", while the target is the broader concept of "nudity". To test your concept erasure against this hidden backdoor, you have to apply it to this model checkpoint and afterwards probe the erased model with the "secret" backdoor trigger appended for evaluation. This is not the original checkpoint from the paper, but a reproduction. No other architectural changes have been made.
 
+## Paper and Code
+
+This model is presented in the paper [Erased but Not Forgotten: How Backdoors Compromise Concept Erasure](https://huggingface.co/papers/2504.21072). The code is available at [https://github.com/multimodal-ai-lab/EEB](https://github.com/multimodal-ai-lab/EEB).
+
 ## License & Attribution
 
 This model is a **modified derivative** of [FLUX.1 \[dev\]](https://huggingface.co/black-forest-labs/FLUX.1-dev) by Black Forest Labs Inc.