{"repo":"rudra00434/Ransomware_Shield","free":true,"listed":false,"github":"https://github.com/rudra00434/Ransomware_Shield","clone":"git clone https://github.com/rudra00434/Ransomware_Shield.git","description":"AI powered Ransomware and malware detection & network security Analysis prevention of Man-in-the-middle attack powered by AI threat explainer","language":"Python","stars":24,"topics":["django","django-rest-framework","reactjs","celery","cybersecurity","groq-api","ml","random-forest","webscockets","arp-spoofing"],"license":"MIT","category":"security-tools","readme_excerpt":"Ransomware Shield An AI-Powered, Real-Time Ransomware Detection and Mitigation Platform. Explore the features » Screenshots · Architecture · Installation --- 🛡️ About The Project 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 & Modules 1. 🏗️ Industry-Grade Static PE Analyzer An advanced pipeline that analyzes Windows Executables (PE files) without executing them, extracting 19 ML-ready features. - BLAKE3 Multi-Hash: Computes BLAKE3 (primary, 14× faster), SHA-256, SHA-1, and MD5 in a single pass. SHA-256 is used for VirusTotal compatibility. - 60+ Suspicious API Detection: Flags commonly abused Windows APIs across 6 categories: - Crypto APIs: BCryptEncrypt , CryptEncrypt , CryptAcquireContext - File Enumeration: FindFirstFile , FindNextFile , GetLogicalDriveStrings - Process Inje","default_branch":null,"files":null,"tree":[],"storefront":"/r/rudra00434","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rudra00434/Ransomware_Shield/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}