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@@ -77,7 +77,7 @@ dataset_info:
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  # SynSEPA: A Synthetic SEPA Instant Payment Dataset for APP Fraud Detection Research
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  [![License: CC BY 4.0](https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
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- [![Paper: SEPAGen](https://img.shields.io/badge/Paper-SEPAGen-blue)]()
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  [![Fraud Rate: 0.39%](https://img.shields.io/badge/Fraud%20Rate-0.39%25-red)]()
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  [![Transactions: 1.84M](https://img.shields.io/badge/Transactions-1.84M-green)]()
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@@ -422,7 +422,8 @@ If you use SynSEPA in your research, please cite:
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  for APP Fraud Detection Research},
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  author = {Bajaj, Gaurav},
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  year = {2026},
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- publisher = {Kaggle / HuggingFace},
 
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  note = {Generated as part of the SEPAGen project.
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  Calibrated against EBA-ECB 2025 Payment Fraud Report.}
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  }
 
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  # SynSEPA: A Synthetic SEPA Instant Payment Dataset for APP Fraud Detection Research
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  [![License: CC BY 4.0](https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
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+ [![Dataset: Hugging Face](https://img.shields.io/badge/%F0%9F%A4%97%20Dataset-EpiphanyTech%2FSynSEPA-blue)](https://huggingface.co/datasets/EpiphanyTech/SynSEPA)
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  [![Fraud Rate: 0.39%](https://img.shields.io/badge/Fraud%20Rate-0.39%25-red)]()
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  [![Transactions: 1.84M](https://img.shields.io/badge/Transactions-1.84M-green)]()
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  for APP Fraud Detection Research},
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  author = {Bajaj, Gaurav},
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  year = {2026},
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+ publisher = {Hugging Face},
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+ url = {https://huggingface.co/datasets/EpiphanyTech/SynSEPA},
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  note = {Generated as part of the SEPAGen project.
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  Calibrated against EBA-ECB 2025 Payment Fraud Report.}
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  }