Preprint Open access
VCR-Bench: A Modular Open-Source Benchmark for Video Classification Robustness
Robustness of image classification has several benchmarks, but their video counterparts are absent. In video classification temporal dimension introduces additional degrees of freedom for adversarial attacks, defenses, and preprocessing. Temporal sampling, perturbation budgets, and metric aggregation also interact in w …