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| <title>Malware Detector Demo</title> | |
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| <h1>🛡️ Malware Detector</h1> | |
| <p class="subtitle">Random Forest PE Malware Classifier</p> | |
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| <p>Upload a PE file (EXE, DLL) or paste feature vector data to get a malicious/benign prediction with confidence score.</p> | |
| <p class="info">⬇️ <strong>Model:</strong> Random Forest (scikit-learn) trained on EMBER dataset</p> | |
| <p class="info">📊 <strong>Accuracy:</strong> ~96% | <strong>AUC-ROC:</strong> ~0.99</p> | |
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| <div class="links"> | |
| <a href="https://huggingface.co/dev9269/malware-detector-rf" target="_blank">Model Card</a> | |
| <a href="https://github.com/Dev9269/malware-detector" target="_blank">Source Code</a> | |
| <a href="https://huggingface.co/dev9269/ember-malware-rf" target="_blank">EMBER Variant</a> | |
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