import gradio as gr

ARXIV_URL = "https://arxiv.org/abs/2505.13362"
GITHUB_URL = "https://github.com/Javad-Forough/DynaNoise-PoPETs2026-Artifact"

with gr.Blocks(title="DynaNoise Official Code") as demo:
    gr.Markdown(
        f"""
# DynaNoise: Official Code

This Space points to the official implementation for:

**Dynamic Probabilistic Noise Injection for Membership Inference Defense**

- Paper: [{ARXIV_URL}]({ARXIV_URL})
- Code: [{GITHUB_URL}]({GITHUB_URL})
"""
    )

demo.launch()