DeepGuard-XRay

# DeepGuard-XRay this plugin has been discontinued ### DeepGuard-X Ray is now open source ### Advanced Anti-Xray Protection with Machine Learning Hey there! I'm excited to share the latest creation with you - DeepGuard-XRay v1.7.0 featuring our new Advanced Machine Learning System! **Quick heads up:** This plugin is currently in Alpha state, so you might encounter some bugs. Your feedback would be incredibly valuable to help improve it! ## Why DeepGuard-XRay Exists Let's be honest - running a Minecraft server and constantly fighting xray cheaters is exhausting. After trying all the popular anti-xray solutions out there, none of them really solved the problem without creating new ones. ## The Frustrations We All Face: - ❌ Your TPS Tanks - Traditional solutions replace blocks server-wide, causing that annoying lag that drives players away - ❌ Server Resources? Gone. - Why should your server suffer just to catch a few cheaters? - ❌ Cheaters Still Get Through - Advanced clients and seed crackers make most solutions practically useless - ❌ Your Staff Team is Burning Out - Constantly monitoring ore-mined alerts and teleporting to players just to watch them mine? No thanks. ## A Smarter Way to Catch Cheaters **DeepGuard-XRay was built differently because your server deserves better:** - ✅ Zero Packet Manipulation - No messing with game packets or modifying blocks. Legitimate players won't even know it's running - ✅ Targeted Protection - Only affects detected cheaters, not everyone on your server - ✅ Let Your Staff Actually Enjoy the Game - The system watches suspicious players 24/7 so your team can focus on what matters - ✅ It Gets Smarter Every Day - The more it's used, the better it gets at catching cheaters through continuous training - ✅ Your Server Performance? Protected. - Optimized to keep impact under 0.5% TPS - ✅ Catches the Sneaky Ones - Detects patterns that other plugins miss completely ## How DeepGuard-XRay Works For You: 1. Smart Detection: The system observes mining patterns and flags suspicious behavior 1. Automated Monitoring: Once someone's flagged, it tracks their every move automatically 1. Evidence That Speaks For Itself: You get detailed reports showing exactly how they were cheating 1. Sneaky Countermeasures: Decoys and deterrents only deploy to suspected cheaters (it's quite satisfying watching them get confused!) 1. Always Learning: The system gets smarter with each detection - like having an anti-cheat that levels up ## "But Is It Really As Good As My Staff?" Great question! While the system is incredibly effective, nothing beats the intuition of an experienced staff member... at first. The beauty of DeepGuard-XRay is that it's trainable: - Not getting the accuracy you want? Feed it more training data - Have specific cheating patterns on your server? Train it to recognize those exact patterns - Want it to be as good as your best admin? Have that admin help train the system - No ceiling on improvement - The more you train it, the better it gets - there's literally no limit to how accurate it can become - Think of it as hiring a new staff member who needs some initial guidance but then works 24/7 without breaks, never complains, and gets better every single day. Why waste time and server resources trying to catch xray cheaters the old way? Let DeepGuard-XRay do the heavy lifting while you focus on making your server awesome! ## What's Under The Hood **Advanced Machine Learning System (NEW!)** - Recognizes Different Mining Styles - Legitimate branch miners won't get falsely flagged - Context Matters - Understands the difference between lucky mining and cheating - Transparent Reasoning - Provides step-by-step explanations so you understand each detection - Train It Your Way - Help it learn what normal mining looks like on your specific server - Set It and Forget It - Automatically analyzes suspicious players while you sleep ## Key Features <details> <summary>Spoiler</summary> **Advanced Machine Learning System (NEW!)** - Smart Mining Style Recognition - Identifies different mining styles and adjusts analysis accordingly - Context-Aware Analysis - Prevents false flags for legitimate branch miners - Detailed Reasoning Process - Step-by-step explanations for each detection - Training System - Collect data to improve detection accuracy - Auto-Analysis - Automatically analyzes suspicious players **Discord Integration** - Real-time Discord Notifications for X-ray detection, suspicious mining, and staff actions - Customizable Alert Types through easy-to-use GUI - Detailed Embeds showing coordinates, players, and action details - Staff Action Logging tracks which admin applied punishments or made changes **Enhanced Staff Control Panel** - Comprehensive ML Analysis Dashboard with suspicion indicators - Training Data Management for normal players and cheaters - Detailed Reports Panel for comprehensive detection information - Auto-Analysis Configuration settings - Interactive Elements