diff --git a/src/Generators/ModelGenerator.php b/src/Generators/ModelGenerator.php
index 99e301c2..9f154716 100644
--- a/src/Generators/ModelGenerator.php
+++ b/src/Generators/ModelGenerator.php
@@ -99,6 +99,11 @@ private function buildProperties(Model $model)
             $properties .= $this->files->stub('model/fillable.stub');
         }
 
+        $columns = $this->hiddenColumns($model->columns());
+        if (!empty($columns)) {
+            $properties .= PHP_EOL . str_replace('[]', $this->pretty_print_array($columns, false), $this->files->stub('model/hidden.stub'));
+        }
+
         $columns = $this->castableColumns($model->columns());
         if (!empty($columns)) {
             $properties .= PHP_EOL . str_replace('[]', $this->pretty_print_array($columns), $this->files->stub('model/casts.stub'));
@@ -158,6 +163,14 @@ private function fillableColumns(array $columns)
         ]);
     }
 
+    private function hiddenColumns(array $columns)
+    {
+        return array_intersect(array_keys($columns), [
+            'password',
+            'remember_token',
+        ]);
+    }
+
     private function castableColumns(array $columns)
     {
         return array_filter(array_map(
diff --git a/stubs/model/hidden.stub b/stubs/model/hidden.stub
new file mode 100644
index 00000000..5850f9ae
--- /dev/null
+++ b/stubs/model/hidden.stub
@@ -0,0 +1,6 @@
+    /**
+     * The attributes that should be hidden for serialization.
+     *
+     * @var array
+     */
+    protected $hidden = [];
diff --git a/tests/Feature/Generator/ModelGeneratorTest.php b/tests/Feature/Generator/ModelGeneratorTest.php
index 5edae1f4..64f6e582 100644
--- a/tests/Feature/Generator/ModelGeneratorTest.php
+++ b/tests/Feature/Generator/ModelGeneratorTest.php
@@ -55,6 +55,12 @@ public function output_generates_models($definition, $path, $model)
             ->with('model/fillable.stub')
             ->andReturn(file_get_contents('stubs/model/fillable.stub'));
 
+        if ($definition === 'definitions/nested-components.bp') {
+            $this->files->expects('stub')
+                ->with('model/hidden.stub')
+                ->andReturn(file_get_contents('stubs/model/hidden.stub'));
+        }
+
         $this->files->expects('stub')
             ->with('model/casts.stub')
             ->andReturn(file_get_contents('stubs/model/casts.stub'));
diff --git a/tests/fixtures/definitions/nested-components.bp b/tests/fixtures/definitions/nested-components.bp
index 297763ae..dd7a244d 100644
--- a/tests/fixtures/definitions/nested-components.bp
+++ b/tests/fixtures/definitions/nested-components.bp
@@ -1,6 +1,7 @@
 models:
   Admin/User:
     name: string
+    password: password
 
 controllers:
   Admin/User:
diff --git a/tests/fixtures/factories/nested-components.php b/tests/fixtures/factories/nested-components.php
index bc73b11d..ba3dbdc9 100644
--- a/tests/fixtures/factories/nested-components.php
+++ b/tests/fixtures/factories/nested-components.php
@@ -8,5 +8,6 @@
 $factory->define(User::class, function (Faker $faker) {
     return [
         'name' => $faker->name,
+        'password' => $faker->password,
     ];
 });
diff --git a/tests/fixtures/models/nested-components.php b/tests/fixtures/models/nested-components.php
index 60a51d22..e05da0c9 100644
--- a/tests/fixtures/models/nested-components.php
+++ b/tests/fixtures/models/nested-components.php
@@ -15,6 +15,15 @@ class User extends Model
         'name',
     ];
 
+    /**
+     * The attributes that should be hidden for serialization.
+     *
+     * @var array
+     */
+    protected $hidden = [
+        'password',
+    ];
+
     /**
      * The attributes that should be cast to native types.
      *