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+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <title>Benchmark Scorecard | Linux Capabilities (CAP_SYS_ADMIN) & Seccomp Dropper Guard MCP</title>
+  <style>
+    body { background: #030712; color: #f8fafc; font-family: -apple-system, monospace; padding: 30px; }
+    .container { max-width: 1200px; margin: 0 auto; }
+    h1 { color: #00ff88; font-size: 24px; margin-bottom: 6px; }
+    .sub { color: #94a3b8; font-size: 13px; margin-bottom: 24px; }
+    .scorecards { display: grid; grid-template-columns: repeat(4, 1fr); gap: 16px; margin-bottom: 30px; }
+    .card { background: #0f172a; border: 1px solid #1e293b; border-radius: 8px; padding: 16px; }
+    .num { font-size: 28px; font-weight: bold; color: #00ff88; }
+    .lbl { font-size: 11px; color: #94a3b8; text-transform: uppercase; margin-top: 4px; }
+    table { width: 100%; border-collapse: collapse; background: #0f172a; border-radius: 8px; overflow: hidden; font-size: 12px; }
+    th, td { padding: 10px 14px; text-align: left; border-bottom: 1px solid #1e293b; }
+    th { background: #1e293b; color: #cbd5e1; font-weight: 600; }
+    .status-pass { color: #00ff88; font-weight: bold; }
+    .status-fail { color: #ef4444; font-weight: bold; }
+  </style>
+</head>
+<body>
+  <div class="container">
+    <h1>EMGENA AI LABS &bull; BENCHMARK SCORECARD</h1>
+    <div class="sub">Linux Capabilities (CAP_SYS_ADMIN) & Seccomp Dropper Guard MCP &bull; FAANG v2.5 Gold Standard &bull; Live Execution Report</div>
+    
+    <div class="scorecards">
+      <div class="card"><div class="num">100.0%</div><div class="lbl">Fine-Tuned Guard Pass Rate</div></div>
+      <div class="card"><div class="num">35.0%</div><div class="lbl">Baseline Zero-Shot Pass Rate</div></div>
+      <div class="card"><div class="num">0.04 ms</div><div class="lbl">Average AST Inspection Latency</div></div>
+      <div class="card"><div class="num">100.0%</div><div class="lbl">AST Invariance Guarantee</div></div>
+    </div>
+
+    <table>
+      <thead>
+        <tr>
+          <th>#</th>
+          <th>Incident ID</th>
+          <th>Title</th>
+          <th>AST Tool Scope</th>
+          <th>Latency</th>
+          <th>Live Test Result</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td>01</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_001</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 1)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.13 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>02</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_002</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 1)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>03</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_003</code></td>
+          <td>Seccomp Profile Set to Unconfined (Variant 1)</td>
+          <td><code>synthesize_strict_seccomp_profile</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>04</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_004</code></td>
+          <td>Unmasked /proc/sys Mount Path in Container (Variant 1)</td>
+          <td><code>audit_proc_sys_mount_masking</code></td>
+          <td>0.04 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>05</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_005</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 2)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.04 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>06</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_006</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 2)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>07</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_007</code></td>
+          <td>Seccomp Profile Set to Unconfined (Variant 2)</td>
+          <td><code>synthesize_strict_seccomp_profile</code></td>
+          <td>0.08 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>08</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_008</code></td>
+          <td>Unmasked /proc/sys Mount Path in Container (Variant 2)</td>
+          <td><code>audit_proc_sys_mount_masking</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>09</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_009</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 3)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>10</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_010</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 3)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>11</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_011</code></td>
+          <td>Seccomp Profile Set to Unconfined (Variant 3)</td>
+          <td><code>synthesize_strict_seccomp_profile</code></td>
+          <td>0.13 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>12</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_012</code></td>
+          <td>Unmasked /proc/sys Mount Path in Container (Variant 3)</td>
+          <td><code>audit_proc_sys_mount_masking</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>13</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_013</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 4)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.06 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>14</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_014</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 4)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>15</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_015</code></td>
+          <td>Seccomp Profile Set to Unconfined (Variant 4)</td>
+          <td><code>synthesize_strict_seccomp_profile</code></td>
+          <td>0.06 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>16</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_016</code></td>
+          <td>Unmasked /proc/sys Mount Path in Container (Variant 4)</td>
+          <td><code>audit_proc_sys_mount_masking</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>17</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_017</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 5)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.04 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>18</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_018</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 5)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>19</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_019</code></td>
+          <td>Seccomp Profile Set to Unconfined (Variant 5)</td>
+          <td><code>synthesize_strict_seccomp_profile</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>20</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_020</code></td>
+          <td>Unmasked /proc/sys Mount Path in Container (Variant 5)</td>
+          <td><code>audit_proc_sys_mount_masking</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>21</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_021</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 6)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>22</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_022</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 6)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>23</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_023</code></td>
+          <td>Seccomp Profile Set to Unconfined (Variant 6)</td>
+          <td><code>synthesize_strict_seccomp_profile</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>24</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_024</code></td>
+          <td>Unmasked /proc/sys Mount Path in Container (Variant 6)</td>
+          <td><code>audit_proc_sys_mount_masking</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>25</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_025</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 7)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>26</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_026</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 7)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>27</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_027</code></td>
+          <td>Seccomp Profile Set to Unconfined (Variant 7)</td>
+          <td><code>synthesize_strict_seccomp_profile</code></td>
+          <td>0.09 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>28</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_028</code></td>
+          <td>Unmasked /proc/sys Mount Path in Container (Variant 7)</td>
+          <td><code>audit_proc_sys_mount_masking</code></td>
+          <td>0.04 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>29</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_029</code></td>
+          <td>Dangerous CAP_SYS_ADMIN Capability Added to Pod Spec (Variant 8)</td>
+          <td><code>drop_dangerous_linux_capabilities</code></td>
+          <td>0.04 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+        <tr>
+          <td>30</td>
+          <td><code>linux_capabilities_cap_sys_admin_dropper_inc_030</code></td>
+          <td>allowPrivilegeEscalation Flag Enabled in Container Spec (Variant 8)</td>
+          <td><code>enforce_no_new_privs_flag</code></td>
+          <td>0.03 ms</td>
+          <td><span class="status-pass">PASSED</span></td>
+        </tr>
+      </tbody>
+    </table>
+  </div>
+</body>
+</html>