license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# SecureLoginSequences

tags: Privacy, Predictive Modeling, Behavioral Analytics

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'SecureLoginSequences' dataset is designed to assist Machine Learning practitioners in evaluating the reliability of passwords. It compiles various password samples, each associated with a set of labels that indicate the potential security level and characteristics. The dataset is curated to aid in predictive modeling for identifying strong and weak passwords and enhance behavioral analytics to understand user password habits.

**CSV Content Preview:**

```
"password","label"
"!1n#r6t$3","strong"
"QwErTy1234","medium"
"password123","weak"
"!Pa$$w0rd!","medium"
"S3cur3!2023","strong"
```

In this dataset, each row represents a password sample, and the 'label' column categorizes the passwords based on their complexity, commonness, and overall reliability. 'Strong' passwords contain a mix of uppercase and lowercase letters, numbers, and special characters. 'Medium' passwords have some of these features but are not as diverse or random. 'Weak' passwords are those that are common or easily guessable. This structure helps in building predictive models to forecast password strength and user behavior.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'The reliability of passwords':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=The+reliability+of+passwords&dataset=SecureLoginSequences&tags=Privacy,+Predictive+Modeling,+Behavioral+Analytics
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
