templates/admin/security.html

{% extends "admin/base.html" %}

{% block extra_head %}
{{ super() }}
<style>
    .security-alert {
        padding: 12px 16px;
        border-radius: var(--radius);
        margin-bottom: 16px;
        border-left: 4px solid;
    }
    
    .security-alert.high {
        background-color: #fef2f2;
        border-color: #dc2626;
        color: #991b1b;
    }
    
    .security-alert.medium {
        background-color: #fffbeb;
        border-color: #d97706;
        color: #92400e;
    }
    
    .security-alert.low {
        background-color: #f0f9ff;
        border-color: #0284c7;
        color: #0c4a6e;
    }
    
    .score-badge {
        display: inline-block;
        padding: 4px 8px;
        border-radius: 4px;
        font-size: 12px;
        font-weight: 600;
        color: white;
    }
    
    .score-high { background-color: #dc2626; }
    .score-medium { background-color: #d97706; }
    .score-low { background-color: #059669; }
    
    .factor-list {
        font-size: 12px;
        color: #666;
        margin-top: 4px;
    }
    
    .factor-item {
        margin-right: 12px;
        display: inline-block;
    }
    
    @media (prefers-color-scheme: dark) {
        .security-alert.high {
            background-color: rgba(220, 38, 38, 0.1);
            color: #fca5a5;
        }
        
        .security-alert.medium {
            background-color: rgba(217, 119, 6, 0.1);
            color: #fbbf24;
        }
        
        .security-alert.low {
            background-color: rgba(2, 132, 199, 0.1);
            color: #7dd3fc;
        }
        
        .factor-list {
            color: #999;
        }
    }
</style>
{% endblock %}

{% block admin_content %}
<div class="admin-header">
    <div class="admin-title">Security Monitoring</div>
</div>

<!-- Security Alerts -->
{% if coordinated_campaigns %}
<div class="security-alert high">
    <strong>⚠️ Coordinated Voting Detected!</strong>
    {{ coordinated_campaigns|length }} potential voting campaign(s) detected in the last 6 hours.
</div>
{% endif %}

{% if suspicious_users %}
<div class="security-alert medium">
    <strong>🔍 Suspicious Users Detected</strong>
    {{ suspicious_users|length }} users with low security scores (< 50/100) found.
</div>
{% endif %}

{% if biased_users %}
<div class="security-alert low">
    <strong>📊 Model Bias Detected</strong>
    {{ biased_users|length }} users showing strong bias toward specific models.
</div>
{% endif %}

<!-- Suspicious Users -->
<div class="admin-card">
    <div class="admin-card-header">
        <div class="admin-card-title">Suspicious Users (Low Security Scores)</div>
    </div>
    {% if suspicious_users %}
    <div class="table-responsive">
        <table class="admin-table">
            <thead>
                <tr>
                    <th>Username</th>
                    <th>Security Score</th>
                    <th>Account Age</th>
                    <th>HF Account Age</th>
                    <th>Total Votes</th>
                    <th>Issues</th>
                </tr>
            </thead>
            <tbody>
                {% for item in suspicious_users %}
                <tr>
                    <td>
                        <a href="{{ url_for('admin.user_detail', user_id=item.user.id) }}">
                            {{ item.user.username }}
                        </a>
                    </td>
                    <td>
                        <span class="score-badge {% if item.score < 20 %}score-high{% elif item.score < 40 %}score-medium{% else %}score-low{% endif %}">
                            {{ item.score }}/100
                        </span>
                    </td>
                    <td>{{ item.factors.account_age_days or 'Unknown' }} days</td>
                    <td>{{ item.factors.hf_account_age_days or 'Unknown' }} days</td>
                    <td>{{ item.factors.total_votes or 0 }}</td>
                    <td>
                        <div class="factor-list">
                            {% if item.factors.suspicious_voting %}
                                <span class="factor-item">🚨 Suspicious voting</span>
                            {% endif %}
                            {% if item.factors.rapid_voting %}
                                <span class="factor-item">⚡ Rapid voting</span>
                            {% endif %}
                            {% if item.factors.account_age_days and item.factors.account_age_days < 7 %}
                                <span class="factor-item">🆕 New account</span>
                            {% endif %}
                            {% if item.factors.hf_account_age_days and item.factors.hf_account_age_days < 90 %}
                                <span class="factor-item">🔰 New HF account</span>
                            {% endif %}
                        </div>
                    </td>
                </tr>
                {% endfor %}
            </tbody>
        </table>
    </div>
    {% else %}
    <p>No suspicious users detected.</p>
    {% endif %}
</div>

<!-- Coordinated Voting Campaigns -->
<div class="admin-card">
    <div class="admin-card-header">
        <div class="admin-card-title">Coordinated Voting Campaigns</div>
    </div>
    {% if coordinated_campaigns %}
    {% for campaign in coordinated_campaigns %}
    <div class="security-alert high" style="margin-bottom: 16px;">
        <h4>{{ campaign.model.name }}</h4>
        <p><strong>{{ campaign.vote_count }}</strong> votes from <strong>{{ campaign.user_count }}</strong> users in the last 6 hours</p>
        
        {% if campaign.suspicious_users %}
        <div class="table-responsive" style="margin-top: 12px;">
            <table class="admin-table">
                <thead>
                    <tr>
                        <th>Username</th>
                        <th>Votes for Model</th>
                        <th>Account Age</th>
                    </tr>
                </thead>
                <tbody>
                    {% for user in campaign.suspicious_users %}
                    <tr>
                        <td>{{ user.username }}</td>
                        <td>{{ user.votes_for_model }}</td>
                        <td>{{ user.account_age_days or 'Unknown' }} days</td>
                    </tr>
                    {% endfor %}
                </tbody>
            </table>
        </div>
        {% endif %}
    </div>
    {% endfor %}
    {% else %}
    <p>No coordinated voting campaigns detected in the last 6 hours.</p>
    {% endif %}
</div>

<!-- Model Bias Detection -->
<div class="admin-card">
    <div class="admin-card-header">
        <div class="admin-card-title">Users with Strong Model Bias</div>
    </div>
    {% if biased_users %}
    <div class="table-responsive">
        <table class="admin-table">
            <thead>
                <tr>
                    <th>Username</th>
                    <th>Favored Model</th>
                    <th>Bias Ratio</th>
                    <th>Votes for Model</th>
                    <th>Total Votes</th>
                </tr>
            </thead>
            <tbody>
                {% for item in biased_users %}
                <tr>
                    <td>
                        <a href="{{ url_for('admin.user_detail', user_id=item.user.id) }}">
                            {{ item.user.username }}
                        </a>
                    </td>
                    <td>{{ item.model.name }}</td>
                    <td>
                        <span class="score-badge {% if item.bias_ratio > 0.9 %}score-high{% elif item.bias_ratio > 0.8 %}score-medium{% else %}score-low{% endif %}">
                            {{ "%.1f"|format(item.bias_ratio * 100) }}%
                        </span>
                    </td>
                    <td>{{ item.votes_for_model }}</td>
                    <td>{{ item.total_votes }}</td>
                </tr>
                {% endfor %}
            </tbody>
        </table>
    </div>
    {% else %}
    <p>No users with strong model bias detected.</p>
    {% endif %}
</div>

{% endblock %}