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README.md

@@ -2,38 +2,25 @@
 language:
   - en
 license: mit
-task_categories:
-  - text-classification
-tags:
-  - code-security
-  - vulnerability-detection
-  - codeql
 ---
 
 # CSCAN-CodeQL
 
-Code Security Audit Nomenclature - CodeQL. Consolidated CodeQL vulnerability detection dataset across variants.
-
-## How to Use
-
-```python
-from datasets import load_dataset
-dataset = load_dataset('euisuh/cscan-codeql')
-```
+CodeQL vulnerability detection
 
 ## Attribution
 
 **Author:** Euisuh Jeong  
-**Affiliation:** Artificial Intelligence Technology Company, Republic of Korea Air Force  
+**Affiliation:** Qatar Computing Research Institute (QCRI), Hamad Bin Khalifa University  
 **License:** MIT
 
 ## Citation
 
 ```bibtex
 @dataset{cscan_codeql,
-  title={CSCAN-CodeQL},
   author={Jeong, Euisuh},
   year={2026},
+  title={CSCAN-CodeQL},
   publisher={Hugging Face},
   howpublished={\url{https://huggingface.co/datasets/euisuh/CSCAN-CodeQL}}
 }