https://github.com/projects-developer/ransomware-prediction-using-machine-learning-project

The project aims to develop a machine learning-based system to predict and detect ransomware attacks on computer systems. Ransomware is a type of malware that encrypts a victim's files and demands a ransom in exchange for the decryption key. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials
https://github.com/projects-developer/ransomware-prediction-using-machine-learning-project

artificial-intelligence btechproject computerscienceproject cybersecurity-malware data-analysis data-mining deep-learning machinelearning mtechproject neural-networks ransomware-machine-learning

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The project aims to develop a machine learning-based system to predict and detect ransomware attacks on computer systems. Ransomware is a type of malware that encrypts a victim's files and demands a ransom in exchange for the decryption key. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

• Host: GitHub
• URL: https://github.com/projects-developer/ransomware-prediction-using-machine-learning-project
• Owner: Projects-Developer
• Created: 2024-12-19T08:06:51.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2025-04-08T10:29:02.000Z (8 months ago)
• Last Synced: 2025-04-08T11:30:22.071Z (8 months ago)
• Topics: artificial-intelligence, btechproject, computerscienceproject, cybersecurity-malware, data-analysis, data-mining, deep-learning, machinelearning, mtechproject, neural-networks, ransomware-machine-learning
• Homepage: https://www.finalproject.in/
• Size: 11.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
# Ransomware Prediction Using Machine Learning Project

Ransomware Prediction Using Machine Learning Project

![ransomeware](https://github.com/user-attachments/assets/e1a96bb1-0e20-42b7-9fcd-e0648d6eb70d)

## Youtube Video: https://youtu.be/q-zCbLd1Geo?si=526XfrS2JPkLoeHF

## Abstract: 

Ransomware attacks have become a significant threat to computer systems and data, causing substantial financial losses and disruptions. This project proposes a machine learning-based approach to predict and detect ransomware attacks. The project collects and analyzes system logs, network traffic, and other relevant data to identify patterns and anomalies indicative of ransomware attacks. The project develops and trains machine learning models to predict ransomware attacks and evaluates their performance using metrics such as accuracy, precision, and recall. The project also implements a real-time detection system using the trained models. The results show that the proposed approach can effectively predict and detect ransomware attacks, providing a valuable tool for organizations to protect themselves against these threats.

Keywords: Ransomware, Machine Learning, Prediction, Detection, Cybersecurity, Malware, Artificial Intelligence, Deep Learning, Neural Networks, Data Analysis, Data Mining, Network Security, Computer Security.

### Project include: 

1. Synopsis

2. PPT

3. Research Paper

4. Code

5. Explanation video

6. Documents

7. Report

### Need Code, Documents & Explanation video ? 

### 📞 Contact for Project Files / Help (Available 🟢 LIVE 24×7 – LIVE Support):

### 🌐 Website: https://www.finalproject.in/

### 📲 Contact (WhatsApp, Email, Call): https://www.contactvatshayan.com

### 💻 Computer Science Projects: https://www.computer-science-project.in/