Back to Tools

GummiGhost

AI-powered cyber defense system with network and system-level protection.

Overview

GummiGhost is an advanced AI-powered cyber defense system designed to operate on two integrated layers of security. It provides network-level protection with web-based intrusion detection using machine learning, and system-level defense with endpoint-level protection using local AI agents. It runs silently in the background to protect users, networks, and systems with minimal impact on performance.

Key Features

  • Network-Level Protection - Detects threats like DDoS and port scans in real-time
  • System-Level Defense - Monitors file behaviors, email threats, and malware
  • Intrusion Detection System (IDS) based on NSL-KDD dataset
  • Phishing Detection using NLP classification techniques
  • Malware Detection analyzing files using behavior logs and API call sequences
  • Real-time Security Dashboard for monitoring and insights

Technology Stack

  • Frontend: React with TypeScript, TailwindCSS, Vite
  • Backend: FastAPI, Pydantic, Scikit-learn, XGBoost
  • ML/DL Models: NSL-KDD, BERT, TF-IDF + Logistic Regression
  • System Agent: Python/Rust for performance and portability

Architecture

  • Web-based Interface - Intrusion Detection, Phishing Detection, Malware Insights
  • Local Agent (System Layer) - Real-time Malware Detection, Email Monitoring, File Scanning