Research map / Image generation / Autoregressive and latent generation
AIRD: Adversarial Learning Framework for Image Repurposing Detection
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| add adversarial training with the counterfeiter (ablation) | NAD detector · Google Landmarks | AUC: 0.95 -> 0.98 | Helped |
| add adversarial training with the counterfeiter (ablation) | NAD detector · Google Landmarks | ACC: 0.90 -> 0.94 | Helped |
| add adversarial training with the counterfeiter (ablation) | NAD detector · IJBC-IRD | AUC: 0.95 -> 0.97 | Helped |
| add adversarial training with the counterfeiter (ablation) | NAD detector · IJBC-IRD | F1-clean: 0.86 -> 0.89 | Helped |
| add adversarial training with the counterfeiter (ablation) | NAD detector · Painter by Numbers | AUC: 0.80 -> 0.84 | Helped |
| add adversarial training with the counterfeiter (ablation) | NAD detector · Painter by Numbers | F1-clean: 0.63 -> 0.68 | Helped |
Closest papers by meaning
- IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks (ICLR 2024 · similarity 0.84)
- RECOVER: Reliable Detection of Unauthorized Data Usage in Text-to-Image Diffusion Models via Inversion Robustness (ICML 2026 · similarity 0.83)
- Community Forensics: Using Thousands of Generators to Train Fake Image Detectors (CVPR 2025 · similarity 0.82)
- Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks (ICLR 2024 · similarity 0.82)
- Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content (CVPR 2025 · similarity 0.82)
- FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion (CVPR 2024 · similarity 0.81)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.