SecurityAdmin AI is an enterprise grade, privacy first cybersecurity utility designed to protect your PC using advanced local artificial intelligence. Unlike traditional antivirus software that relies on heavy, SecurityAdmin AI utilizes locally executed neural networks (ONNX) to monitor, detect, and isolate system anomalies in real time. All scanning, process monitoring, and AI inference happen 100% locally on your computer ensuring absolute privacy for your personal files and active workflows. Key Features: Local AI Threat Engine: Runs 5 state of the art machine learning models (including Isolation Forest, Autoencoders, and File Classifiers) locally to detect novel, zero-day malware and path anomalies. Active Process Monitor: Scans active system memory to identify typosquatting threats (e.g. malicious files impersonating system processes), execution from temporary folders, and suspicious shell spawning. Block threats with a single click. Real-Time Network Traffic Mapper: Monitors incoming and outgoing TCP/UDP connections. Instantly flags suspicious remote ports and shell-controlled socket bindings. Privacy & Sensor Guard: Detects when applications access your registry startup keys, microphone, or camera, and alerts you to potential spyware. Clipboard Guard: Scans clipboard contents locally for accidental leaks of sensitive personally identifiable information (PII) like credit cards or credentials. Intelligent USB Scanner: Automatically intercepts newly connected USB devices, waiting for the drive to safely mount before performing deep recursive scans for malicious autorun scripts or hidden executables. Quarantine Manager: Safely isolates detected threats to prevent them from executing, with options to permanently delete or restore files.

Local AI Threat Engine: Runs 5 advanced machine learning models (ONNX) locally to detect zero-day anomalies and malware. Real Time Process Guard: Scans running system processes with a simple, one click capability to block malicious executables. Live Network Mapper: Monitors open TCP/UDP sockets to flag unauthorized listening ports and remote shell threats. Privacy & Sensor Shield: Alerts you when applications attempt to access your webcam, microphone, or registry startup keys. PII Clipboard Guard: Scans clipboard contents locally to prevent accidental leaks of passwords, credit cards, and sensitive info. Automatic USB Scanner: Intercepts connected USB drives and recursively scans files before malicious scripts can run. Secure Quarantine Manager: Isolates detected threats in a sandbox with options to permanently delete or restore files. 100% Local and Offline: Ensures complete data privacy; no files, logs, or system data are ever uploaded to the cloud.

Initial Store Release (v1.0.0) Optimized Performance Cache: Upgraded process monitoring to use resource usage caching, reducing AI inference overhead by 90% and maintaining cool laptop CPU temperatures. Reliable USB Mount Detection: Implemented hardware mount-negotiation timing to prevent USB drive reset loops on Windows systems. Robust WMI Timeout Guards: Integrated fail-safes to prevent application lockups if OS system services lag or become unresponsive. Nowrap Column Alignment: Optimized table formatting to fit Warnings, Critical levels, and Network risk scores fully on a single line. Security Permission Warning: Added clear Administrator privilege warnings when managing Windows Startup registry items.