💡[Feature]: Add Malicious Url Detection

[pavitraag]

Is there an existing issue for this?

• I have searched the existing issues

Feature Description

Malicious URL detection is of great interest nowadays. There have been several scientific studies showing a number of methods to detect malicious URLs based on machine learning and deep learning techniques. In this project malicious URL detection method using machine learning techniques based on our proposed URL behaviors and attributes. In short, the proposed detection system consists of a new set of URLs features and behaviors, a machine learning algorithm. The experimental results show that the proposed URL attributes and behavior can help improve the ability to detect malicious URL significantly. This is suggested that the proposed system may be considered as an optimized and friendly used solution for malicious URL detection. The malicious URLs can be detected using the lexical features along with tokenization of the URL strings. In this project, I have built a basic binary classifier that would help classify the URLs as malicious or benign.

Use Case

To detect malicious urls

Priority

High

Record

• I have read the Contributing Guidelines
• I'm a GSSOC'24 contributor
• I want to work on this issue

[github-actions]

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

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[github-actions]

Hello @pavitraag! Your issue #781 has been closed. Thank you for your contribution!