diff --git a/.replit b/.replit
index a5e7f75..f3a433e 100644
--- a/.replit
+++ b/.replit
@@ -19,7 +19,7 @@ localPort = 41303
 externalPort = 3002
 
 [[ports]]
-localPort = 43081
+localPort = 42975
 externalPort = 4200
 
 [[ports]]
diff --git a/client/src/pages/Training.tsx b/client/src/pages/Training.tsx
index cefd634..6571118 100644
--- a/client/src/pages/Training.tsx
+++ b/client/src/pages/Training.tsx
@@ -198,14 +198,19 @@ export default function TrainingPage() {
       <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
         <Card data-testid="card-train-action">
           <CardHeader>
-            <CardTitle className="flex items-center gap-2">
-              <Brain className="h-5 w-5" />
-              Addestramento Modello
-            </CardTitle>
+            <div className="flex items-center justify-between">
+              <CardTitle className="flex items-center gap-2">
+                <Brain className="h-5 w-5" />
+                Addestramento Modello
+              </CardTitle>
+              <Badge variant="secondary" className="bg-blue-50 text-blue-700 dark:bg-blue-950 dark:text-blue-300" data-testid="badge-model-version">
+                Hybrid ML v2.0.0
+              </Badge>
+            </div>
           </CardHeader>
           <CardContent className="space-y-4">
             <p className="text-sm text-muted-foreground">
-              Addestra il modello Isolation Forest analizzando i log recenti per rilevare pattern di traffico normale.
+              Addestra il modello Hybrid ML (Isolation Forest + Ensemble Classifier) analizzando i log recenti per rilevare pattern di traffico normale.
             </p>
             <Dialog open={isTrainDialogOpen} onOpenChange={setIsTrainDialogOpen}>
               <DialogTrigger asChild>
@@ -273,14 +278,19 @@ export default function TrainingPage() {
 
         <Card data-testid="card-detect-action">
           <CardHeader>
-            <CardTitle className="flex items-center gap-2">
-              <Search className="h-5 w-5" />
-              Rilevamento Anomalie
-            </CardTitle>
+            <div className="flex items-center justify-between">
+              <CardTitle className="flex items-center gap-2">
+                <Search className="h-5 w-5" />
+                Rilevamento Anomalie
+              </CardTitle>
+              <Badge variant="secondary" className="bg-green-50 text-green-700 dark:bg-green-950 dark:text-green-300" data-testid="badge-detection-version">
+                Hybrid ML v2.0.0
+              </Badge>
+            </div>
           </CardHeader>
           <CardContent className="space-y-4">
             <p className="text-sm text-muted-foreground">
-              Analizza i log recenti per rilevare anomalie e IP sospetti. Opzionalmente blocca automaticamente gli IP critici.
+              Analizza i log recenti per rilevare anomalie e IP sospetti con il modello Hybrid ML. Blocca automaticamente gli IP critici (risk_score ≥ 80).
             </p>
             <Dialog open={isDetectDialogOpen} onOpenChange={setIsDetectDialogOpen}>
               <DialogTrigger asChild>