STALL video forensics

Description

Spatiotemporal action-level latent localization for short-form video memorization detection.

Technical signature

in: (video_clip, model) → out: { stall_score, temporal_alignment[] }

Adversarial robustness

Resilient to frame-rate change; defeated by aggressive temporal cropping.

Daubert eligibility

Method is currently classified as investigative (Tier 2–3). Use in combination with Tier-A detectors via the multi-teacher ensemble for Daubert-tier packaging.