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--- |
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pretty_name: Phishing HTML Dataset (Parquet) |
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language: |
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- en |
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license: unknown |
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task_categories: |
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- text-classification |
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size_categories: |
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- 100K<1M |
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annotations_creators: |
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- no-annotation |
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source_datasets: |
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- original |
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--- |
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# Phishing Dataset (Parquet) |
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## Dataset Summary |
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This dataset contains HTML pages labeled as benign or malicious, collected from confirmed phishing URLs reported on PhishTank across 2018-2020. The data here is a direct conversion of the Kaggle dataset "phishing-dataset" by **asifejazitu** into a Hugging Face-compatible Parquet file. |
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## Data Files |
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- `train.parquet` |
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- `eval.parquet` |
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- `test.parquet` |
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## Data Fields |
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- `text` (string): HTML content of the page. |
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- `label` (class): `benign` or `malicious`. |
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- `year` (int32): year extracted from the folder structure (2018, 2019, 2020). |
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- `path` (string): original file path in the extracted dataset. |
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## Data Splits |
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- `train`: 305,470 examples. |
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- `eval`: 38,184 examples. |
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- `test`: 38,184 examples. |
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Splits are created with stratified sampling to keep benign/malicious proportions consistent across splits. |
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## Source Data |
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Original dataset on Kaggle: |
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https://www.kaggle.com/datasets/asifejazitu/phishing-dataset |
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The authors note the pages were extracted from confirmed phishing URLs reported on PhishTank: |
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https://phishtank.org/ |
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## Citation |
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If you use this dataset, please cite the original sources: |
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```bibtex |
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@misc{asifejazitu_phishing_dataset_2023, |
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title = {Phishing Dataset}, |
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author = {asifejazitu}, |
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howpublished = {Kaggle Dataset}, |
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year = {2023}, |
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url = {https://www.kaggle.com/datasets/asifejazitu/phishing-dataset} |
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} |
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@misc{phishtank, |
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title = {PhishTank}, |
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howpublished = {https://phishtank.org/} |
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} |
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``` |
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