Update space

Dockerfile

@@ -0,0 +1,44 @@
+# Dockerfile for Palisade Security Leaderboard on HuggingFace Spaces
+# Optimized for Python 3.12 with stable dependencies
+
+FROM python:3.12-slim-bookworm
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    git \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Create user (required by HF Spaces)
+RUN useradd -m -u 1000 user
+USER user
+
+# Set up environment
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH \
+    PYTHONUNBUFFERED=1 \
+    GRADIO_SERVER_NAME="0.0.0.0" \
+    GRADIO_SERVER_PORT=7860
+
+# Set working directory
+WORKDIR $HOME/app
+
+# Copy application files
+COPY --chown=user:user requirements.txt .
+COPY --chown=user:user leaderboard/ ./leaderboard/
+COPY --chown=user:user scripts/ ./scripts/
+
+# Install Python dependencies
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir -r requirements.txt
+
+# Expose Gradio port
+EXPOSE 7860
+
+# Health check
+HEALTHCHECK --interval=30s --timeout=10s --start-period=10s --retries=3 \
+    CMD curl -f http://localhost:7860/ || exit 1
+
+# Run the leaderboard
+CMD ["python", "-m", "leaderboard.app"]
+

README.md

@@ -7,4 +7,104 @@ sdk: docker
 pinned: false
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🏰 Palisade Security Leaderboard
+
+**Comprehensive security rankings for machine learning models**
+
+[![Dataset](https://img.shields.io/badge/🤗-Dataset-yellow)](https://huggingface.co/datasets/javelinai/palisade-scan-results)
+[![Powered by Palisade](https://img.shields.io/badge/Powered%20by-Palisade-blue)](https://github.com/getjavelin/palisade)
+
+---
+
+## 📊 About
+
+This leaderboard displays security rankings for ML models scanned with **[Palisade](https://github.com/getjavelin/palisade)**, 
+a comprehensive security scanner that detects:
+
+- 🎯 **Backdoors & Trojans** - Hidden malicious behaviors
+- 🔓 **Pickle RCE** - Remote code execution vulnerabilities  
+- 💥 **Buffer Overflows** - Memory safety issues
+- 🔗 **Supply Chain Attacks** - Compromised dependencies
+- 🔐 **Model Integrity** - Tampering detection
+- 🎭 **Tokenizer Hijacking** - Malicious configurations
+
+## 🎯 Understanding the Scores
+
+### Security Score
+**Lower is better!** Calculated as:
+```
+Score = (Critical × 100) + (High × 50) + (Medium × 10) + (Low × 2)
+```
+
+- **0-49**: ✅ Excellent security
+- **50-99**: 🟡 Good security
+- **100-199**: 🟠 Moderate concerns
+- **200+**: 🔴 Significant issues
+
+### Risk Levels
+
+| Level | Meaning | Action |
+|-------|---------|--------|
+| 🟢 **Safe** | No significant issues | Deploy with confidence |
+| 🟡 **Low** | Minor issues only | Review and monitor |
+| 🟠 **Medium** | Some concerns | Fix before production |
+| 🔴 **High** | Serious issues | Use with caution |
+| ⛔ **Critical** | Critical vulnerabilities | Do NOT use |
+
+## 📈 Features
+
+- **Interactive Filtering** - By risk level, score, and size
+- **Rich Visualizations** - Charts and graphs powered by Plotly
+- **Detailed Analysis** - Threat categories and MITRE ATT&CK mapping
+- **SARIF Reports** - Industry-standard security reports
+- **Real-time Updates** - Auto-refreshes from HuggingFace dataset
+
+## 🔍 Data Source
+
+All scan results are stored in the public dataset:
+**[javelinai/palisade-scan-results](https://huggingface.co/datasets/javelinai/palisade-scan-results)**
+
+Models are scanned weekly with automated GitHub Actions.
+
+## 🤝 Contributing
+
+Want to add a model to the leaderboard?
+
+1. Open an issue at [palisade-security/leaderboard](https://github.com/palisade-security/leaderboard)
+2. Provide the HuggingFace model ID (e.g., `meta-llama/Llama-2-7b-hf`)
+3. We'll scan it and add to the leaderboard!
+
+## 🛠️ Technology Stack
+
+- **Scanner**: [Palisade](https://github.com/getjavelin/palisade)
+- **Frontend**: Gradio 4.27
+- **Visualizations**: Plotly
+- **Data**: HuggingFace Datasets
+- **Hosting**: HuggingFace Spaces
+
+## 📚 Learn More
+
+- [Palisade Documentation](https://github.com/getjavelin/palisade)
+- [Leaderboard Repository](https://github.com/palisade-security/leaderboard)
+- [SARIF Specification](https://docs.oasis-open.org/sarif/sarif/v2.1.0/)
+- [MITRE ATT&CK for ML](https://atlas.mitre.org/)
+
+## 📞 Support
+
+- 💬 [Discord](https://discord.gg/javelin)
+- 📧 [Email](mailto:team@getjavelin.com)
+- 🐦 [Twitter](https://twitter.com/getjavelin)
+
+---
+
+<div align="center">
+
+**Built with ❤️ by [Javelin](https://getjavelin.com)**
+
+[Website](https://getjavelin.com) • 
+[GitHub](https://github.com/getjavelin) • 
+[Discord](https://discord.gg/javelin)
+
+</div>
+
+