Why Choose This Project?

• With remote access becoming the norm, attackers often exploit login systems through stolen credentials.

• This system detects unusual login behaviors—like logins from new locations, devices, or odd times—and alerts users/admins.

• It helps prevent unauthorized access and account compromise in real-time, enhancing account-level security for any platform.

What You Get

• Complete Source Code (Frontend + Backend)

• User Dashboard with Login Activity History

• Admin Panel with Risk-based User Flags

• Alert System via Email (or SMS optional)

• Session Tracking, Device & Geo-IP Logs

• Documentation + Setup Instructions

• Mobile-Friendly and Scalable UI

• Machine Learning Ready (optional risk scoring)
  
  
  

Features That Make It Market-Ready

• Captures login metadata like IP address, location, browser, device

• Flags logins that differ significantly from historical patterns

• Sends instant alerts to users for review and approval

• Maintains a login history table per user with timestamps and location

• Optional integration with ML algorithm for behavior anomaly detection

• Detects brute-force patterns or location-hopping logins

• Displays flagged sessions on the admin dashboard for manual audit

• Can be integrated into any existing system (LMS, CRM, portals)
  
  
  

Built With Latest Technology Stack