Videos introduce intrinsic complexities inboth spatial and temporal dimensions, whichare not present in staticimages.

However, foundational theoretical questions about this algorithm's privacy loss remain open--even in the seemingly simple setting of smooth convex losses over a bounded domain. Our main result resolves these questions: for a large range of parameters, we characterize the differential privacy up to a constant.