WhatsBombDetector is a Node JS based system used to detect and prevent the mass spamming of messages on WhatsApp groups, which can lead to overloads or "bombing." The solution aims to identify potential spam messages or bomb threats that could disrupt the user experience.
This project was developed to address the growing concern of cyberbullying, spamming, and misuse of messaging platforms like WhatsApp by malicious entities who can exploit these platforms for mass messaging attacks.
- Spam Detection: Detects and classifies spamming attempts in WhatsApp groups, identifying message floods that can overload recipients.
- Efficient Monitoring: Provides real-time analysis of group messages and alerts for potential spam threats.
- Easy to Use: Simple integration into existing WhatsApp setups or other messaging services via API or plugin.
To set up WhatsBombDetector on your system, follow these steps:
- Clone the repository:
git clone https://github.com/ArkTrek/WhatsBombDetector.git cd WhatsBombDetector
More details about the methodology, model architecture, and results can be found in the research paper IJNRD - DDoS Attack Detection System for WhatsApp. The paper explores various algorithms, to identify the most effective technique for spam detection in WhatsApp environments.
Contributions are welcome! If you'd like to contribute to this project, feel free to fork the repository and submit a pull request with your enhancements or bug fixes. Ensure to follow coding best practices.
For any inquiries or support, please contact the project maintainer via GitHub Issues or email at arpitramesan777@gmail.com.