Understanding the risk patterns that indicate unauthorized account access can help you identify threats before they cause serious damage. Here are the key patterns ForensAI detects:
Authentication Patterns
- Suspicious Login Locations - Logins from unexpected geographic locations
- Impossible Travel - Logins from distant locations within short timeframes
- Off-Hours Activity - Logins during unusual times for your timezone
- Multiple Simultaneous Logins - Same account active in multiple locations
Device Patterns
- Unknown Devices - New devices you don't recognize
- Device Removals - Devices removed without your knowledge
- Unusual Device Types - Devices that don't match your usage patterns
Account Modification Patterns
- Password Resets - Password changes you didn't initiate
- Recovery Email Changes - Recovery email modified
- 2FA Modifications - Two-factor authentication settings changed
- Security Setting Changes - Privacy or security settings altered
Geographic Patterns
- High-Risk Locations - Access from known problematic regions
- Rapid Location Changes - Impossible travel patterns
- VPN Usage - Access through VPN services
Temporal Patterns
- Unusual Hours - Activity during times you're typically inactive
- Pattern Breaks - Activity that doesn't match your normal behavior
- Burst Activity - Sudden spikes in account activity
How ForensAI Detects These
ForensAI uses pattern recognition algorithms to identify these risk indicators across your account exports. Understanding these patterns helps you recognize threats early and take appropriate action.