diff --git a/supabase/functions/community-pulse/index.ts b/supabase/functions/community-pulse/index.ts
index 682d3d3f..c4ecb3cb 100644
--- a/supabase/functions/community-pulse/index.ts
+++ b/supabase/functions/community-pulse/index.ts
@@ -108,31 +108,52 @@ Deno.serve(async () => {
     //   security_layer, security_verdict.
     const { data: attackRows } = await supabase
       .from("telemetry_events")
-      .select("security_url_domain, security_layer, security_verdict")
+      .select("security_url_domain, security_layer, security_verdict, installation_id")
       .eq("event_type", "attack_attempt")
       .gte("event_timestamp", weekAgo)
       .limit(5000);
 
+    // k-anonymity threshold. A domain (or layer) must be reported by at least
+    // K_ANON distinct installations to appear in the aggregate. Without this,
+    // a single user's attack log leaks their targeted domains to every other
+    // gstack user who polls /community-pulse. With it, the dashboard shows
+    // only community-wide patterns.
+    const K_ANON = 5;
+
     const attacksTotal = attackRows?.length ?? 0;
     const domainCounts: Record<string, number> = {};
+    const domainInstallations: Record<string, Set<string>> = {};
     const layerCounts: Record<string, number> = {};
+    const layerInstallations: Record<string, Set<string>> = {};
     const verdictCounts: Record<string, number> = {};
     for (const row of attackRows ?? []) {
+      const iid = row.installation_id ?? "";
       if (row.security_url_domain) {
         domainCounts[row.security_url_domain] = (domainCounts[row.security_url_domain] ?? 0) + 1;
+        if (iid) {
+          (domainInstallations[row.security_url_domain] ??= new Set()).add(iid);
+        }
       }
       if (row.security_layer) {
         layerCounts[row.security_layer] = (layerCounts[row.security_layer] ?? 0) + 1;
+        if (iid) {
+          (layerInstallations[row.security_layer] ??= new Set()).add(iid);
+        }
       }
       if (row.security_verdict) {
+        // Verdict distribution is low-cardinality (block/warn/log_only) and
+        // aggregates population-wide with no re-identification risk, so no
+        // k-anon filter.
         verdictCounts[row.security_verdict] = (verdictCounts[row.security_verdict] ?? 0) + 1;
       }
     }
     const topAttackDomains = Object.entries(domainCounts)
+      .filter(([domain]) => (domainInstallations[domain]?.size ?? 0) >= K_ANON)
       .sort(([, a], [, b]) => b - a)
       .slice(0, 10)
       .map(([domain, count]) => ({ domain, count }));
     const topAttackLayers = Object.entries(layerCounts)
+      .filter(([layer]) => (layerInstallations[layer]?.size ?? 0) >= K_ANON)
       .sort(([, a], [, b]) => b - a)
       .map(([layer, count]) => ({ layer, count }));
     const attackVerdictDistribution = Object.entries(verdictCounts)