Challenges of AI-Powered Biometric Authentication

Despite its advantages, AI-powered biometric authentication faces several challenges:

Challenges and Limitations:

• Privacy Concerns: Storing biometric data raises privacy and ethical issues.
• Data Breaches: If biometric data is compromised, it cannot be changed like a password.
• Bias in AI Models: Poorly trained AI can exhibit racial or gender bias in authentication.
• High Implementation Costs: Advanced AI-driven security systems require significant investment.

To overcome these challenges, organizations must implement secure data storage, ethical AI practices, and multi-layered authentication strategies.