User authentication is a necessary first step for a vast variety of tasks. In spite of the ubiquity of authentication, it remains a challenge for automated systems to verify who is on the line before allowing a user to access personal data or perform transactions. Panelists in this session share their experiences with difficult authentication situations as well as tips and techniques for overcoming them.