Synthetic faces and voices are cheap to produce now, and it shows in the volume of presentation attacks hitting onboarding flows. This session covered what liveness detection reliably catches today.
We also covered the gaps: attack types that slip past a single liveness check, and why most teams now pair it with device and behavioural signals rather than relying on it alone.
