Fix: Age Adversarial Attack is arXiv preprint, not CVPR 2026 yet

README.md

@@ -28,7 +28,7 @@ We build production-grade detectors for deepfakes, document forgery, AI-generate
 | [**AIForge-Doc v1**](https://huggingface.co/datasets/Scam-AI/AIForge-Doc-v1) 📄 | 4,061 forgeries via Gemini 2.5 / Ideogram v2. Cross-generator pairing with v2. |
 | [**GPT4o-Receipt**](https://huggingface.co/datasets/Scam-AI/gpt4o-receipt) 📄 | 935 fully AI-synthesized receipts across 159 merchant categories. |
 | [**GPT-Image-2 Twitter**](https://huggingface.co/datasets/Scam-AI/gpt-image-2) 🖼️ | 10,217 confirmed GPT-Image-2 outputs scraped in the first week post-launch. |
-| [**Age Adversarial Attack**](https://huggingface.co/datasets/Scam-AI/age-adversarial-attack) 🛡️ | 5,809 cosmetic attacks fooling production age estimators 69% of the time. *(CVPR 2026)* |
+| [**Age Adversarial Attack**](https://huggingface.co/datasets/Scam-AI/age-adversarial-attack) 🛡️ | 5,809 cosmetic attacks fooling production age estimators 69% of the time. *(arXiv:2602.19539)* |
 | [**Synthetic Gaze Reading**](https://huggingface.co/datasets/Scam-AI/synthetic-gaze-reading) 👁️ | 12 hours of synthetic eye-movement video for interview liveness. |
 
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