Ransomware Shield : Ransomware Detection website build with Django + React + Groq LLM + ML + Redis

Ransomware Shield is a comprehensive, full-stack cybersecurity platform designed to protect endpoints from advanced ransomware and malware threats. It goes beyond traditional signature-based scanning by incorporating Machine Learning (Ensemble Models), Real-Time Honeyfile Traps with Process Attribution, Live Network Analysis with Threat Intelligence, and Generative AI Threat Explanations to provide a multi-layered defense mechanism.

Built with a scalable Django backend, Celery task workers, and a modern React frontend, this project delivers industry-grade static analysis with BLAKE3 hashing, 19-feature ML classification, and enriched real-time network monitoring with IP reputation, GeoIP, beaconing detection, and risk scoring.

key features :
1) Industry-Grade Static PE Analyzer
2) Thread-Safe YARA Scanner Engine
3) Ensemble ML Classifier (19 Features)
4) Generative AI Threat Explainer
5) Honeyfile Trap with Process Attribution
6) Live Network Monitor with Threat Intelligence (most accurate)
7)Normalized Scan Pipeline
Now no more fear from Ransomwares
Here is the github repo : [ https://github.com/rudra00434/Ransomware_Shield.git ]
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