Not All Challenges Are Equal: Evaluating Interactive Liveness Detection Against Real-Time Face Swaps

cs.CV, cs.CR

Submitted: 2026-10-12

Updated: 2026-10-12

Comments: Accepted at BIOSIG 2026

Code: https://github.com/deepinsight/insightface

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
• MediaPipe: A Framework for Building Perception Pipelines
• GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response
• DF-Captcha: A Deepfake Captcha for Preventing Fake Calls
• Deepfake Generation and Detection: A Benchmark and Survey

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