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phishing-email-detector
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<!doctype html>
<html lang="en">
  <head>
    <meta charset="utf-8">
    <meta name="viewport" content="width=device-width, initial-scale=1">
    <title>Phishing Email Detector</title>
    <style>
      body { font-family: sans-serif; max-width: 700px; margin: 50px auto; padding: 20px; border: 1px solid #eee; border-radius: 8px; }
      textarea { width: 100%; min-height: 150px; margin-bottom: 10px; }
      button { padding: 10px 15px; cursor: pointer; }
      .result-summary { margin-top: 20px; padding: 15px; border-radius: 5px; border: 1px solid; }
      .result-details { margin-top: 10px; padding: 10px; background-color: #f8f9fa; border: 1px dashed #ccc; border-radius: 4px; font-size: 0.9em; }
      .result-details ul { padding-left: 20px; margin: 5px 0;}
      /* Update CSS classes based on simplified label */
      .suspicious { background-color: #f8d7da; border-color: #f5c6cb; color: #721c24; }
      .legitimate { background-color: #d4edda; border-color: #c3e6cb; color: #155724; }
      .unknown { background-color: #e2e3e5; border-color: #d6d8db; color: #383d41; }
      .error { background-color: #f8d7da; border-color: #f5c6cb; color: #721c24; margin-top: 15px; padding: 10px;}
      .disclaimer { font-size: 0.8em; color: #666; margin-top: 30px; border-top: 1px solid #eee; padding-top: 10px;}
    </style>
  </head>
  <body>
    <h1>Phishing Email Detector</h1>
    <p>Enter the full text content of an email below to analyze it.</p>
    <p><strong>Disclaimer:</strong> This tool (using model <code>{{ model_name }}</code>) is for educational purposes and may not be accurate. Do not rely solely on this for security decisions.</p>

    {% if error and not result %}
        <div class="error">
            <strong>Error:</strong> {{ error }}
        </div>
    {% endif %}

    <form method="post">
      <textarea name="text" placeholder="Paste email body here...">{{ text }}</textarea><br>
      <button type="submit">Analyze Email</button>
    </form>

    {% if result and friendly_label %}
      <div class="result-summary {% if 'Suspicious' in friendly_label %}suspicious{% elif 'Legitimate' in friendly_label %}legitimate{% else %}unknown{% endif %}">
        <h2>Analysis Result Summary</h2>
        <p><strong>Overall Assessment:</strong> {{ friendly_label }}</p>
        <p><strong>Top Prediction:</strong> {{ result.prediction }}</p> <p><strong>Confidence Score:</strong> {{ "%.4f"|format(result.confidence) }}</p>
      </div>

      <div class="result-details">
          <strong>Detailed Probabilities:</strong>
          <ul>
              {% for label, probability in result.all_probabilities.items() %}
                  <li>{{ label }}: {{ "%.4f"|format(probability) }}</li>
              {% endfor %}
          </ul>
      </div>

    {% elif error %}
         <div class="error">
            <strong>Error during analysis:</strong> {{ error }}
        </div>
    {% endif %}

     <div class="disclaimer">
        <strong>Reminder:</strong> Phishing detection is complex. This model provides probabilities for specific categories based on the text. Always look for other signs like sender addresses, urgent requests, unexpected attachments, and suspicious links.
    </div>

  </body>
</html>