A Benchmark & Dataset for Detecting AI-Manipulated Visual Evidence in the Court System

arXiv:2609.37783 · cs.CV, cs.AI · Submitted 2026-09-29 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-29

Updated: 2026-09-29

Code: https://github.com/UofT-CIFAR/Synthetic-Evidence-Image-Corpus

Terminology

Benchmark — 23× in this paper · explained in 2 episodes
AUC — 6× in this paper · explained in 2 episodes
Provenance — 6× in this paper · explained in 4 episodes
Accuracy — 3× in this paper · explained in 1 episode
Verification — 3× in this paper · explained in 2 episodes
Benchmarking — 2× in this paper · explained in 3 episodes
Admissibility — 1× in this paper · explained in 2 episodes
Annotator Agreement — 1× in this paper · explained in 1 episode
Diffusion Model — 1× in this paper · explained in 8 episodes
Diffusion Models — 1× in this paper · explained in 6 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Generalization — 1× in this paper · explained in 13 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Generative Model — 1× in this paper · explained in 2 episodes
Generative Models — 1× in this paper · explained in 2 episodes
Human-in-the-Loop — 1× in this paper · explained in 3 episodes

Sources

Related papers