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feat: Add Academy, Whistleblower, Incidents SDK modules, pitch-deck, blog and CI/CD config 
- Academy, Whistleblower, Incidents frontend pages with API proxies and types
- Vendor compliance API proxy route
- Go backend handlers and models for all new SDK modules
- Investor pitch-deck app with interactive slides
- Blog section with DSGVO, AI Act, NIS2, glossary articles
- MkDocs documentation site
- CI/CD pipelines (Woodpecker, GitHub Actions), security scanning config
- Planning and implementation documentation

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-13 21:12:16 +01:00

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<h1 id="sdk-protection-middleware">SDK Protection Middleware<a class="headerlink" href="#sdk-protection-middleware" title="Permanent link">&para;</a></h1>
<h2 id="1-worum-geht-es">1. Worum geht es?<a class="headerlink" href="#1-worum-geht-es" title="Permanent link">&para;</a></h2>
<p>Die SDK Protection Middleware schuetzt die Compliance-SDK-Endpunkte vor einer bestimmten Art von Angriff: der <strong>systematischen Enumeration</strong>. Was bedeutet das?</p>
<blockquote>
<p><em>Ein Wettbewerber registriert sich als zahlender Kunde und laesst ein Skript langsam und verteilt alle TOM-Controls, alle Pruefaspekte und alle Assessment-Kriterien abfragen. Aus den Ergebnissen rekonstruiert er die gesamte Compliance-Framework-Logik.</em></p>
</blockquote>
<p>Der klassische Rate Limiter (100 Requests/Minute) hilft hier nicht, weil ein cleverer Angreifer langsam vorgeht -- vielleicht nur 20 Anfragen pro Minute, dafuer systematisch und ueber Stunden. Die SDK Protection erkennt solche Muster und reagiert darauf.</p>
<div class="admonition info">
<p class="admonition-title">Kern-Designprinzip</p>
<p><strong>Normale Nutzer merken nichts.</strong> Ein Lehrer, der im TOM-Modul arbeitet, greift typischerweise auf 3-5 Kategorien zu und wiederholt Anfragen an gleiche Endpunkte. Ein Angreifer durchlaeuft dagegen 40+ Kategorien in alphabetischer Reihenfolge. Genau diesen Unterschied erkennt die Middleware.</p>
</div>
<hr />
<h2 id="2-wie-funktioniert-der-schutz">2. Wie funktioniert der Schutz?<a class="headerlink" href="#2-wie-funktioniert-der-schutz" title="Permanent link">&para;</a></h2>
<p>Die Middleware nutzt ein <strong>Anomaly-Score-System</strong>. Jeder Benutzer hat einen Score, der bei 0 beginnt. Verschiedene verdaechtige Verhaltensweisen erhoehen den Score. Ueber die Zeit sinkt er wieder ab. Je hoeher der Score, desto staerker wird der Benutzer gebremst.</p>
<p>Man kann es sich wie eine Ampel vorstellen:</p>
<table>
<thead>
<tr>
<th>Score</th>
<th>Ampel</th>
<th>Wirkung</th>
<th>Beispiel</th>
</tr>
</thead>
<tbody>
<tr>
<td>0-29</td>
<td>Gruen</td>
<td>Keine Einschraenkung</td>
<td>Normaler Nutzer</td>
</tr>
<tr>
<td>30-59</td>
<td>Gelb</td>
<td>1-3 Sekunden Verzoegerung</td>
<td>Leicht auffaelliges Muster</td>
</tr>
<tr>
<td>60-84</td>
<td>Orange</td>
<td>5-10 Sekunden Verzoegerung, reduzierte Details</td>
<td>Deutlich verdaechtiges Verhalten</td>
</tr>
<tr>
<td>85+</td>
<td>Rot</td>
<td>Zugriff blockiert (HTTP 429)</td>
<td>Sehr wahrscheinlich automatisierter Angriff</td>
</tr>
</tbody>
</table>
<h3 id="score-zerfall">Score-Zerfall<a class="headerlink" href="#score-zerfall" title="Permanent link">&para;</a></h3>
<p>Der Score sinkt automatisch: Alle 5 Minuten wird er mit dem Faktor 0,95 multipliziert. Ein Score von 60 faellt also innerhalb einer Stunde auf etwa 30 -- wenn kein neues verdaechtiges Verhalten hinzukommt.</p>
<hr />
<h2 id="3-was-wird-erkannt">3. Was wird erkannt?<a class="headerlink" href="#3-was-wird-erkannt" title="Permanent link">&para;</a></h2>
<p>Die Middleware erkennt fuenf verschiedene Anomalie-Muster:</p>
<h3 id="31-hohe-kategorie-diversitaet">3.1 Hohe Kategorie-Diversitaet<a class="headerlink" href="#31-hohe-kategorie-diversitaet" title="Permanent link">&para;</a></h3>
<p><strong>Was:</strong> Ein Benutzer greift innerhalb einer Stunde auf mehr als 40 verschiedene SDK-Kategorien zu.</p>
<p><strong>Warum verdaechtig:</strong> Ein normaler Nutzer arbeitet in der Regel mit 3-10 Kategorien. Wer systematisch alle durchlaeuft, sammelt vermutlich Daten.</p>
<p><strong>Score-Erhoehung:</strong> +15</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>Normal: tom/access-control → tom/access-control → tom/encryption → tom/encryption
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a> (3 verschiedene Kategorien in einer Stunde)
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a>Verdaechtig: tom/access-control → tom/encryption → tom/pseudonymization → tom/integrity
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a> → tom/availability → tom/resilience → dsfa/threshold → dsfa/necessity → ...
<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a> (40+ verschiedene Kategorien in einer Stunde)
</code></pre></div>
<h3 id="32-burst-erkennung">3.2 Burst-Erkennung<a class="headerlink" href="#32-burst-erkennung" title="Permanent link">&para;</a></h3>
<p><strong>Was:</strong> Ein Benutzer sendet mehr als 15 Anfragen an die gleiche Kategorie innerhalb von 2 Minuten.</p>
<p><strong>Warum verdaechtig:</strong> Selbst ein eifriger Nutzer klickt nicht 15-mal pro Minute auf denselben Endpunkt. Das deutet auf automatisiertes Scraping hin.</p>
<p><strong>Score-Erhoehung:</strong> +20</p>
<h3 id="33-sequentielle-enumeration">3.3 Sequentielle Enumeration<a class="headerlink" href="#33-sequentielle-enumeration" title="Permanent link">&para;</a></h3>
<p><strong>Was:</strong> Die letzten 10 aufgerufenen Kategorien sind zu mindestens 70% in alphabetischer oder numerischer Reihenfolge.</p>
<p><strong>Warum verdaechtig:</strong> Menschen springen zwischen Kategorien -- sie arbeiten thematisch, nicht alphabetisch. Ein Skript dagegen iteriert oft ueber eine sortierte Liste.</p>
<p><strong>Score-Erhoehung:</strong> +25</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>Verdaechtig: assessment_general → compliance_general → controls_general
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a> → dsfa_measures → dsfa_necessity → dsfa_residual → dsfa_risks
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a> → dsfa_threshold → eh_general → namespace_general
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a> (alphabetisch sortiert = Skript-Verhalten)
</code></pre></div>
<h3 id="34-ungewoehnliche-uhrzeiten">3.4 Ungewoehnliche Uhrzeiten<a class="headerlink" href="#34-ungewoehnliche-uhrzeiten" title="Permanent link">&para;</a></h3>
<p><strong>Was:</strong> Anfragen zwischen 0:00 und 5:00 Uhr UTC.</p>
<p><strong>Warum verdaechtig:</strong> Lehrer arbeiten tagsüber. Wer um 3 Uhr morgens SDK-Endpunkte abfragt, ist wahrscheinlich ein automatisierter Prozess.</p>
<p><strong>Score-Erhoehung:</strong> +10</p>
<h3 id="35-multi-tenant-zugriff">3.5 Multi-Tenant-Zugriff<a class="headerlink" href="#35-multi-tenant-zugriff" title="Permanent link">&para;</a></h3>
<p><strong>Was:</strong> Ein Benutzer greift innerhalb einer Stunde auf mehr als 3 verschiedene Mandanten (Tenants) zu.</p>
<p><strong>Warum verdaechtig:</strong> Ein normaler Nutzer gehoert zu einem Mandanten. Wer mehrere durchprobiert, koennte versuchen, mandantenuebergreifend Daten zu sammeln.</p>
<p><strong>Score-Erhoehung:</strong> +15</p>
<hr />
<h2 id="4-quota-system-mengenbegrenzung">4. Quota-System (Mengenbegrenzung)<a class="headerlink" href="#4-quota-system-mengenbegrenzung" title="Permanent link">&para;</a></h2>
<p>Zusaetzlich zum Anomaly-Score gibt es klassische Mengenbegrenzungen in vier Zeitfenstern:</p>
<table>
<thead>
<tr>
<th>Tier</th>
<th>pro Minute</th>
<th>pro Stunde</th>
<th>pro Tag</th>
<th>pro Monat</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>Free</strong></td>
<td>30</td>
<td>500</td>
<td>3.000</td>
<td>50.000</td>
</tr>
<tr>
<td><strong>Standard</strong></td>
<td>60</td>
<td>1.500</td>
<td>10.000</td>
<td>200.000</td>
</tr>
<tr>
<td><strong>Enterprise</strong></td>
<td>120</td>
<td>5.000</td>
<td>50.000</td>
<td>1.000.000</td>
</tr>
</tbody>
</table>
<p>Wenn ein Limit in irgendeinem Zeitfenster ueberschritten wird, erhaelt der Nutzer sofort HTTP 429 -- unabhaengig vom Anomaly-Score.</p>
<hr />
<h2 id="5-architektur">5. Architektur<a class="headerlink" href="#5-architektur" title="Permanent link">&para;</a></h2>
<h3 id="datenfluss-eines-sdk-requests">Datenfluss eines SDK-Requests<a class="headerlink" href="#datenfluss-eines-sdk-requests" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>Request kommt an
<a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a> │
<a id="__codelineno-2-3" name="__codelineno-2-3" href="#__codelineno-2-3"></a> ▼
<a id="__codelineno-2-4" name="__codelineno-2-4" href="#__codelineno-2-4"></a>┌─────────────────────────────────────────────────────────────┐
<a id="__codelineno-2-5" name="__codelineno-2-5" href="#__codelineno-2-5"></a>│ Ist der Pfad geschuetzt? │
<a id="__codelineno-2-6" name="__codelineno-2-6" href="#__codelineno-2-6"></a>│ (/api/sdk/*, /api/v1/tom/*, /api/v1/dsfa/*, ...) │
<a id="__codelineno-2-7" name="__codelineno-2-7" href="#__codelineno-2-7"></a>│ Nein → direkt weiterleiten │
<a id="__codelineno-2-8" name="__codelineno-2-8" href="#__codelineno-2-8"></a>└──────────────┬──────────────────────────────────────────────┘
<a id="__codelineno-2-9" name="__codelineno-2-9" href="#__codelineno-2-9"></a> │ Ja
<a id="__codelineno-2-10" name="__codelineno-2-10" href="#__codelineno-2-10"></a> ▼
<a id="__codelineno-2-11" name="__codelineno-2-11" href="#__codelineno-2-11"></a>┌─────────────────────────────────────────────────────────────┐
<a id="__codelineno-2-12" name="__codelineno-2-12" href="#__codelineno-2-12"></a>│ User + Tier + Kategorie extrahieren │
<a id="__codelineno-2-13" name="__codelineno-2-13" href="#__codelineno-2-13"></a>│ (aus Session, API-Key oder X-SDK-Tier Header) │
<a id="__codelineno-2-14" name="__codelineno-2-14" href="#__codelineno-2-14"></a>└──────────────┬──────────────────────────────────────────────┘
<a id="__codelineno-2-15" name="__codelineno-2-15" href="#__codelineno-2-15"></a> │
<a id="__codelineno-2-16" name="__codelineno-2-16" href="#__codelineno-2-16"></a> ▼
<a id="__codelineno-2-17" name="__codelineno-2-17" href="#__codelineno-2-17"></a>┌─────────────────────────────────────────────────────────────┐
<a id="__codelineno-2-18" name="__codelineno-2-18" href="#__codelineno-2-18"></a>│ Multi-Window Quota pruefen │
<a id="__codelineno-2-19" name="__codelineno-2-19" href="#__codelineno-2-19"></a>│ (Minute / Stunde / Tag / Monat) │
<a id="__codelineno-2-20" name="__codelineno-2-20" href="#__codelineno-2-20"></a>│ Ueberschritten → HTTP 429 zurueck │
<a id="__codelineno-2-21" name="__codelineno-2-21" href="#__codelineno-2-21"></a>└──────────────┬──────────────────────────────────────────────┘
<a id="__codelineno-2-22" name="__codelineno-2-22" href="#__codelineno-2-22"></a> │ OK
<a id="__codelineno-2-23" name="__codelineno-2-23" href="#__codelineno-2-23"></a> ▼
<a id="__codelineno-2-24" name="__codelineno-2-24" href="#__codelineno-2-24"></a>┌─────────────────────────────────────────────────────────────┐
<a id="__codelineno-2-25" name="__codelineno-2-25" href="#__codelineno-2-25"></a>│ Anomaly-Score laden (aus Valkey) │
<a id="__codelineno-2-26" name="__codelineno-2-26" href="#__codelineno-2-26"></a>│ Zeitbasierten Zerfall anwenden (×0,95 alle 5 min) │
<a id="__codelineno-2-27" name="__codelineno-2-27" href="#__codelineno-2-27"></a>└──────────────┬──────────────────────────────────────────────┘
<a id="__codelineno-2-28" name="__codelineno-2-28" href="#__codelineno-2-28"></a> │
<a id="__codelineno-2-29" name="__codelineno-2-29" href="#__codelineno-2-29"></a> ▼
<a id="__codelineno-2-30" name="__codelineno-2-30" href="#__codelineno-2-30"></a>┌─────────────────────────────────────────────────────────────┐
<a id="__codelineno-2-31" name="__codelineno-2-31" href="#__codelineno-2-31"></a>│ Anomalie-Detektoren ausfuehren: │
<a id="__codelineno-2-32" name="__codelineno-2-32" href="#__codelineno-2-32"></a>│ ├── Diversity-Tracking (+15 wenn &gt;40 Kategorien/h) │
<a id="__codelineno-2-33" name="__codelineno-2-33" href="#__codelineno-2-33"></a>│ ├── Burst-Detection (+20 wenn &gt;15 gleiche/2min) │
<a id="__codelineno-2-34" name="__codelineno-2-34" href="#__codelineno-2-34"></a>│ ├── Sequential-Enumeration (+25 wenn sortiert) │
<a id="__codelineno-2-35" name="__codelineno-2-35" href="#__codelineno-2-35"></a>│ ├── Unusual-Hours (+10 wenn 0-5 Uhr UTC) │
<a id="__codelineno-2-36" name="__codelineno-2-36" href="#__codelineno-2-36"></a>│ └── Multi-Tenant (+15 wenn &gt;3 Tenants/h) │
<a id="__codelineno-2-37" name="__codelineno-2-37" href="#__codelineno-2-37"></a>└──────────────┬──────────────────────────────────────────────┘
<a id="__codelineno-2-38" name="__codelineno-2-38" href="#__codelineno-2-38"></a> │
<a id="__codelineno-2-39" name="__codelineno-2-39" href="#__codelineno-2-39"></a> ▼
<a id="__codelineno-2-40" name="__codelineno-2-40" href="#__codelineno-2-40"></a>┌─────────────────────────────────────────────────────────────┐
<a id="__codelineno-2-41" name="__codelineno-2-41" href="#__codelineno-2-41"></a>│ Throttle-Level bestimmen │
<a id="__codelineno-2-42" name="__codelineno-2-42" href="#__codelineno-2-42"></a>│ Level 3 (Score ≥85) → HTTP 429 │
<a id="__codelineno-2-43" name="__codelineno-2-43" href="#__codelineno-2-43"></a>│ Level 2 (Score ≥60) → 5-10s Delay + reduzierte Details │
<a id="__codelineno-2-44" name="__codelineno-2-44" href="#__codelineno-2-44"></a>│ Level 1 (Score ≥30) → 1-3s Delay │
<a id="__codelineno-2-45" name="__codelineno-2-45" href="#__codelineno-2-45"></a>│ Level 0 → keine Einschraenkung │
<a id="__codelineno-2-46" name="__codelineno-2-46" href="#__codelineno-2-46"></a>└──────────────┬──────────────────────────────────────────────┘
<a id="__codelineno-2-47" name="__codelineno-2-47" href="#__codelineno-2-47"></a> │
<a id="__codelineno-2-48" name="__codelineno-2-48" href="#__codelineno-2-48"></a> ▼
<a id="__codelineno-2-49" name="__codelineno-2-49" href="#__codelineno-2-49"></a>┌─────────────────────────────────────────────────────────────┐
<a id="__codelineno-2-50" name="__codelineno-2-50" href="#__codelineno-2-50"></a>│ Request weiterleiten │
<a id="__codelineno-2-51" name="__codelineno-2-51" href="#__codelineno-2-51"></a>│ Response-Headers setzen: │
<a id="__codelineno-2-52" name="__codelineno-2-52" href="#__codelineno-2-52"></a>│ ├── X-SDK-Quota-Remaining-Minute/Hour │
<a id="__codelineno-2-53" name="__codelineno-2-53" href="#__codelineno-2-53"></a>│ ├── X-SDK-Throttle-Level │
<a id="__codelineno-2-54" name="__codelineno-2-54" href="#__codelineno-2-54"></a>│ ├── X-SDK-Detail-Reduced (bei Level ≥2) │
<a id="__codelineno-2-55" name="__codelineno-2-55" href="#__codelineno-2-55"></a>│ └── X-BP-Trace (HMAC-Watermark) │
<a id="__codelineno-2-56" name="__codelineno-2-56" href="#__codelineno-2-56"></a>└─────────────────────────────────────────────────────────────┘
</code></pre></div>
<h3 id="valkey-datenstrukturen">Valkey-Datenstrukturen<a class="headerlink" href="#valkey-datenstrukturen" title="Permanent link">&para;</a></h3>
<p>Die Middleware speichert alle Tracking-Daten in Valkey (Redis-Fork). Wenn Valkey nicht erreichbar ist, wird automatisch auf eine In-Memory-Implementierung zurueckgefallen.</p>
<table>
<thead>
<tr>
<th>Zweck</th>
<th>Valkey-Typ</th>
<th>Key-Muster</th>
<th>TTL</th>
</tr>
</thead>
<tbody>
<tr>
<td>Quota pro Zeitfenster</td>
<td>Sorted Set</td>
<td><code>sdk_protect:quota:{user}:{window}</code></td>
<td>Fenster + 10s</td>
</tr>
<tr>
<td>Kategorie-Diversitaet</td>
<td>Set</td>
<td><code>sdk_protect:diversity:{user}:{stunde}</code></td>
<td>3660s</td>
</tr>
<tr>
<td>Burst-Tracking</td>
<td>Sorted Set</td>
<td><code>sdk_protect:burst:{user}:{kategorie}</code></td>
<td>130s</td>
</tr>
<tr>
<td>Sequenz-Tracking</td>
<td>List</td>
<td><code>sdk_protect:seq:{user}</code></td>
<td>310s</td>
</tr>
<tr>
<td>Anomaly-Score</td>
<td>Hash</td>
<td><code>sdk_protect:score:{user}</code></td>
<td>86400s</td>
</tr>
<tr>
<td>Tenant-Tracking</td>
<td>Set</td>
<td><code>sdk_protect:tenants:{user}:{stunde}</code></td>
<td>3660s</td>
</tr>
</tbody>
</table>
<h3 id="watermarking">Watermarking<a class="headerlink" href="#watermarking" title="Permanent link">&para;</a></h3>
<p>Jede Antwort enthaelt einen <code>X-BP-Trace</code> Header mit einem HMAC-basierten Fingerabdruck. Damit kann nachtraeglich nachgewiesen werden, welcher Benutzer wann welche Daten abgerufen hat -- ohne dass der Benutzer den Trace veraendern kann.</p>
<hr />
<h2 id="6-geschuetzte-endpunkte">6. Geschuetzte Endpunkte<a class="headerlink" href="#6-geschuetzte-endpunkte" title="Permanent link">&para;</a></h2>
<p>Die Middleware schuetzt alle Pfade, die SDK- und Compliance-relevante Daten liefern:</p>
<table>
<thead>
<tr>
<th>Pfad-Prefix</th>
<th>Bereich</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>/api/sdk/*</code></td>
<td>SDK-Hauptendpunkte</td>
</tr>
<tr>
<td><code>/api/compliance/*</code></td>
<td>Compliance-Bewertungen</td>
</tr>
<tr>
<td><code>/api/v1/tom/*</code></td>
<td>Technisch-organisatorische Massnahmen</td>
</tr>
<tr>
<td><code>/api/v1/dsfa/*</code></td>
<td>Datenschutz-Folgenabschaetzung</td>
</tr>
<tr>
<td><code>/api/v1/vvt/*</code></td>
<td>Verarbeitungsverzeichnis</td>
</tr>
<tr>
<td><code>/api/v1/controls/*</code></td>
<td>Controls und Massnahmen</td>
</tr>
<tr>
<td><code>/api/v1/assessment/*</code></td>
<td>Assessment-Bewertungen</td>
</tr>
<tr>
<td><code>/api/v1/eh/*</code></td>
<td>Erwartungshorizonte</td>
</tr>
<tr>
<td><code>/api/v1/namespace/*</code></td>
<td>Namespace-Verwaltung</td>
</tr>
</tbody>
</table>
<p>Nicht geschuetzt sind <code>/health</code>, <code>/metrics</code> und <code>/api/health</code>.</p>
<hr />
<h2 id="7-admin-verwaltung">7. Admin-Verwaltung<a class="headerlink" href="#7-admin-verwaltung" title="Permanent link">&para;</a></h2>
<p>Ueber das Admin-Dashboard koennen Anomaly-Scores eingesehen und verwaltet werden:</p>
<table>
<thead>
<tr>
<th>Endpoint</th>
<th>Methode</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>/api/admin/middleware/sdk-protection/scores</code></td>
<td>GET</td>
<td>Aktuelle Anomaly-Scores aller Benutzer</td>
</tr>
<tr>
<td><code>/api/admin/middleware/sdk-protection/stats</code></td>
<td>GET</td>
<td>Statistik: Benutzer pro Throttle-Level</td>
</tr>
<tr>
<td><code>/api/admin/middleware/sdk-protection/reset-score/{user_id}</code></td>
<td>POST</td>
<td>Score eines Benutzers zuruecksetzen</td>
</tr>
<tr>
<td><code>/api/admin/middleware/sdk-protection/tiers</code></td>
<td>GET</td>
<td>Tier-Konfigurationen anzeigen</td>
</tr>
<tr>
<td><code>/api/admin/middleware/sdk-protection/tiers/{name}</code></td>
<td>PUT</td>
<td>Tier-Limits aendern</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="8-dateien-und-quellcode">8. Dateien und Quellcode<a class="headerlink" href="#8-dateien-und-quellcode" title="Permanent link">&para;</a></h2>
<table>
<thead>
<tr>
<th>Datei</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>backend/middleware/sdk_protection.py</code></td>
<td>Kern-Middleware (~460 Zeilen)</td>
</tr>
<tr>
<td><code>backend/middleware/__init__.py</code></td>
<td>Export der Middleware-Klassen</td>
</tr>
<tr>
<td><code>backend/main.py</code></td>
<td>Registrierung im FastAPI-Stack</td>
</tr>
<tr>
<td><code>backend/middleware_admin_api.py</code></td>
<td>Admin-API-Endpoints</td>
</tr>
<tr>
<td><code>backend/migrations/add_sdk_protection_tables.sql</code></td>
<td>Datenbank-Migration</td>
</tr>
<tr>
<td><code>backend/tests/test_middleware.py</code></td>
<td>14 Tests fuer alle Erkennungsmechanismen</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="9-datenbank-tabellen">9. Datenbank-Tabellen<a class="headerlink" href="#9-datenbank-tabellen" title="Permanent link">&para;</a></h2>
<h3 id="sdk_anomaly_scores">sdk_anomaly_scores<a class="headerlink" href="#sdk_anomaly_scores" title="Permanent link">&para;</a></h3>
<p>Speichert Snapshots der Anomaly-Scores fuer Audit und Analyse.</p>
<table>
<thead>
<tr>
<th>Spalte</th>
<th>Typ</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>id</code></td>
<td>UUID</td>
<td>Primaerschluessel</td>
</tr>
<tr>
<td><code>user_id</code></td>
<td>VARCHAR(255)</td>
<td>Benutzer-Identifikation</td>
</tr>
<tr>
<td><code>score</code></td>
<td>DECIMAL(5,2)</td>
<td>Aktueller Anomaly-Score</td>
</tr>
<tr>
<td><code>throttle_level</code></td>
<td>SMALLINT</td>
<td>Aktueller Throttle-Level (0-3)</td>
</tr>
<tr>
<td><code>triggered_rules</code></td>
<td>JSONB</td>
<td>Welche Regeln ausgeloest wurden</td>
</tr>
<tr>
<td><code>endpoint_diversity_count</code></td>
<td>INT</td>
<td>Anzahl verschiedener Kategorien</td>
</tr>
<tr>
<td><code>request_count_1h</code></td>
<td>INT</td>
<td>Anfragen in der letzten Stunde</td>
</tr>
<tr>
<td><code>snapshot_at</code></td>
<td>TIMESTAMPTZ</td>
<td>Zeitpunkt des Snapshots</td>
</tr>
</tbody>
</table>
<h3 id="sdk_protection_tiers">sdk_protection_tiers<a class="headerlink" href="#sdk_protection_tiers" title="Permanent link">&para;</a></h3>
<p>Konfigurierbare Quota-Tiers, editierbar ueber die Admin-API.</p>
<table>
<thead>
<tr>
<th>Spalte</th>
<th>Typ</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>tier_name</code></td>
<td>VARCHAR(50)</td>
<td>Name des Tiers (free, standard, enterprise)</td>
</tr>
<tr>
<td><code>quota_per_minute</code></td>
<td>INT</td>
<td>Maximale Anfragen pro Minute</td>
</tr>
<tr>
<td><code>quota_per_hour</code></td>
<td>INT</td>
<td>Maximale Anfragen pro Stunde</td>
</tr>
<tr>
<td><code>quota_per_day</code></td>
<td>INT</td>
<td>Maximale Anfragen pro Tag</td>
</tr>
<tr>
<td><code>quota_per_month</code></td>
<td>INT</td>
<td>Maximale Anfragen pro Monat</td>
</tr>
<tr>
<td><code>diversity_threshold</code></td>
<td>INT</td>
<td>Max verschiedene Kategorien pro Stunde</td>
</tr>
<tr>
<td><code>burst_threshold</code></td>
<td>INT</td>
<td>Max gleiche Kategorie in 2 Minuten</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="10-konfiguration">10. Konfiguration<a class="headerlink" href="#10-konfiguration" title="Permanent link">&para;</a></h2>
<p>Die Middleware wird in <code>main.py</code> registriert:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a><span class="kn">from</span><span class="w"> </span><span class="nn">middleware</span><span class="w"> </span><span class="kn">import</span> <span class="n">SDKProtectionMiddleware</span>
<a id="__codelineno-3-2" name="__codelineno-3-2" href="#__codelineno-3-2"></a>
<a id="__codelineno-3-3" name="__codelineno-3-3" href="#__codelineno-3-3"></a><span class="n">app</span><span class="o">.</span><span class="n">add_middleware</span><span class="p">(</span><span class="n">SDKProtectionMiddleware</span><span class="p">)</span>
</code></pre></div>
<p>Alle Parameter koennen ueber die <code>SDKProtectionConfig</code> Dataclass angepasst werden. Die wichtigsten Umgebungsvariablen:</p>
<table>
<thead>
<tr>
<th>Variable</th>
<th>Default</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>VALKEY_URL</code></td>
<td><code>redis://localhost:6379</code></td>
<td>Verbindung zur Valkey-Instanz</td>
</tr>
<tr>
<td><code>SDK_WATERMARK_SECRET</code></td>
<td>(generiert)</td>
<td>HMAC-Secret fuer Watermarks</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="11-tests">11. Tests<a class="headerlink" href="#11-tests" title="Permanent link">&para;</a></h2>
<p>Die Middleware wird durch 14 automatisierte Tests abgedeckt:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a><span class="c1"># Alle SDK Protection Tests ausfuehren</span>
<a id="__codelineno-4-2" name="__codelineno-4-2" href="#__codelineno-4-2"></a>docker<span class="w"> </span>compose<span class="w"> </span>run<span class="w"> </span>--rm<span class="w"> </span>--no-deps<span class="w"> </span>backend<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-4-3" name="__codelineno-4-3" href="#__codelineno-4-3"></a><span class="w"> </span>python<span class="w"> </span>-m<span class="w"> </span>pytest<span class="w"> </span>tests/test_middleware.py<span class="w"> </span>-v<span class="w"> </span>-k<span class="w"> </span>sdk
</code></pre></div>
<table>
<thead>
<tr>
<th>Test</th>
<th>Prueft</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>test_allows_normal_request</code></td>
<td>Normaler Request wird durchgelassen</td>
</tr>
<tr>
<td><code>test_blocks_after_quota_exceeded</code></td>
<td>429 bei Quota-Ueberschreitung</td>
</tr>
<tr>
<td><code>test_diversity_tracking_increments_score</code></td>
<td>Viele Kategorien erhoehen den Score</td>
</tr>
<tr>
<td><code>test_burst_detection</code></td>
<td>Schnelle gleiche Anfragen erhoehen den Score</td>
</tr>
<tr>
<td><code>test_sequential_enumeration_detection</code></td>
<td>Alphabetische Muster werden erkannt</td>
</tr>
<tr>
<td><code>test_progressive_throttling_level_1</code></td>
<td>Delay bei Score &gt;= 30</td>
</tr>
<tr>
<td><code>test_progressive_throttling_level_3_blocks</code></td>
<td>Block bei Score &gt;= 85</td>
</tr>
<tr>
<td><code>test_score_decay_over_time</code></td>
<td>Score sinkt ueber die Zeit</td>
</tr>
<tr>
<td><code>test_skips_non_protected_paths</code></td>
<td>Nicht-SDK-Pfade bleiben frei</td>
</tr>
<tr>
<td><code>test_watermark_header_present</code></td>
<td>X-BP-Trace Header vorhanden</td>
</tr>
<tr>
<td><code>test_fallback_to_inmemory</code></td>
<td>Funktioniert ohne Valkey</td>
</tr>
<tr>
<td><code>test_no_user_passes_through</code></td>
<td>Anonyme Requests passieren</td>
</tr>
<tr>
<td><code>test_category_extraction</code></td>
<td>Korrekte Kategorie-Zuordnung</td>
</tr>
<tr>
<td><code>test_quota_headers_present</code></td>
<td>Response-Headers vorhanden</td>
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