Why Fragmented Identity Pipelines Fail Against Digital Injections

Summary: A Veriff-authored piece argues that most identity verification failures come not from flawless deepfakes but from information loss between data capture and the automated decision, as platforms stitch together third-party APIs for document parsing, liveness checks, and risk scoring. Attackers bypass physical cameras entirely using virtual cameras, emulators, and instrumentation frameworks to inject synthetic video, and orchestration layers that reduce sessions to pass-or-fail payloads strip the device-level context and hardware provenance needed to spot it.
What you should know: Every vendor added to an identity pipeline creates another trust boundary and another data processor, and the low-level telemetry that would expose an injected feed is often discarded at the API handoff - so the accountability question lands on you, distributed across vendors and subprocessors you do not control.

Read the original at The Hacker News ↗