|
--- |
|
license: odbl |
|
size_categories: |
|
- 1K<n<10K |
|
task_categories: |
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- text-classification |
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dataset_info: |
|
features: |
|
- name: text |
|
dtype: string |
|
- name: labels |
|
dtype: int64 |
|
splits: |
|
- name: train |
|
num_bytes: 134987 |
|
num_examples: 2100 |
|
- name: validation |
|
num_bytes: 27524 |
|
num_examples: 450 |
|
- name: test |
|
num_bytes: 30718 |
|
num_examples: 450 |
|
download_size: 143853 |
|
dataset_size: 193229 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
- split: validation |
|
path: data/validation-* |
|
- split: test |
|
path: data/test-* |
|
--- |
|
# Phishing Website Dataset |
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A subset of phishing site dataset from here: https://www.kaggle.com/datasets/taruntiwarihp/phishing-site-urls/data |
|
|
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Data used for model compression example. |
|
|
|
[Video](https://youtu.be/FLkUOkeMd5M) | [Blog](https://towardsdatascience.com/compressing-large-language-models-llms-9f406eea5b5e) | [Example code](https://github.com/ShawhinT/YouTube-Blog/tree/main/LLMs/model-compression) |
|
|
|
### Features |
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- text = website URL |
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- label = phishing site indicator (1=phishing, 0=not phishing) |
|
|
|
### Models |
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- [shawhin/bert-phishing-classifier_teacher](https://huggingface.co/shawhin/bert-phishing-classifier_teacher) |
|
- [shawhin/bert-phishing-classifier_student](https://huggingface.co/shawhin/bert-phishing-classifier_student) |
|
- [shawhin/bert-phishing-classifier_student_4bit](https://huggingface.co/shawhin/bert-phishing-classifier_student_4bit) |
