Retrosynthesis of Synthetic Media for Explainable AI Provenance Forensics

arXiv:2609.02268 · cs.CR, cs.AI, cs.CV, cs.MM · Submitted 2026-09-02 · Read on arXiv

cs.CR, cs.AI, cs.CV, cs.MM

Submitted: 2026-09-02

Updated: 2026-09-02

Terminology

Provenance — 41× in this paper · explained in 4 episodes
Verification — 26× in this paper · explained in 2 episodes
Fidelity — 15× in this paper · explained in 2 episodes
Consistency — 14× in this paper · explained in 3 episodes
Generative Model — 14× in this paper · explained in 2 episodes
Generative AI — 11× in this paper · explained in 2 episodes
Generative Models — 10× in this paper · explained in 2 episodes
Trace — 9× in this paper · explained in 2 episodes
Accuracy — 7× in this paper · explained in 1 episode
Explainability — 6× in this paper · explained in 3 episodes
Fingerprinting — 5× in this paper · explained in 2 episodes
Diffusion Model — 4× in this paper · explained in 8 episodes
Generalizability — 4× in this paper · explained in 6 episodes
Core — 3× in this paper · explained in 2 episodes
Accountability — 2× in this paper · explained in 2 episodes
Adam — 2× in this paper · explained in 2 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Diffusion Models — 2× in this paper · explained in 6 episodes
Loss Function — 2× in this paper · explained in 2 episodes
National Institute of Informatics — 2× in this paper
Reconstruction Error — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
AUC — 1× in this paper · explained in 2 episodes
Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes
Cooperation — 1× in this paper · explained in 2 episodes
Distribution Shift — 1× in this paper · explained in 5 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Generalization — 1× in this paper · explained in 13 episodes
Japan Science and Technology Agency — 1× in this paper
Latent Diffusion Model — 1× in this paper · explained in 2 episodes
Latent Diffusion Models — 1× in this paper · explained in 2 episodes
Nash Equilibrium — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes
U-net architecture — 1× in this paper · explained in 3 episodes
Variational Bayes — 1× in this paper · explained in 2 episodes

Terminology

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