Update README.md

README.md

@@ -21,7 +21,7 @@ homepage: https://huggingface.co/datasets/eoguzakin/Robustness of AI-Generated I
 This repository hosts the **detector-ready datasets** and **mask packs** used in the thesis:
 
 > **Robustness of AI-Generated Image Detection Against Localized Inpainting Attacks**  
-> *Oguz Akin, Saarland University (2025)*
+> *Oguz Akin, Saarland University, CISPA Helmholtz Center for Information Security (2025)*
 
 It provides standardized evaluation splits for six state-of-the-art AI-generated image (AIGI) detectors across **watermarking, passive, and training-free paradigms**, tested under **LaMa** and **ZITS** inpainting attacks.  
 
@@ -163,10 +163,13 @@ def fetch_and_extract(filename, target_dir):
 # Example: UFD view + StableSig masks
 fetch_and_extract("detectors/ufd_datasets.tar.xz", "/tmp/ufd")
 fetch_and_extract("masks/masks_stablesig.tar.xz", "/tmp/masks_stablesig")
+```python
+
 Integrity check
-bash
-Kodu kopyala
+``` bash
 sha256sum -c checksums.sha256
+``` bash
+
 🧪 Provenance
 Reals: SEMI-TRUTHS (Pal et al. 2024), OpenImages subset.