diff --git a/spec/Http/HttpSensitiveDataHelperSpec.php b/spec/Http/HttpSensitiveDataHelperSpec.php
new file mode 100644
index 0000000..65bfd9e
--- /dev/null
+++ b/spec/Http/HttpSensitiveDataHelperSpec.php
@@ -0,0 +1,29 @@
+<?php
+
+/*
+ * This file is part of the worldia/instrumentation-bundle package.
+ * (c) Worldia <developers@worldia.com>
+ */
+
+namespace spec\Instrumentation\Http;
+
+use PhpSpec\ObjectBehavior;
+
+class HttpSensitiveDataHelperSpec extends ObjectBehavior
+{
+    public function it_removes_credentials_from_url(): void
+    {
+        $this::filterUrl('https://root:p4ssw0rd@example.com?foo=bar#baz')->shouldReturn('https://example.com?foo=bar#baz');
+    }
+
+    public function it_removes_credentials_from_headers(): void
+    {
+        $this::filterHeaders([
+            'Content-Type' => 'application/json',
+            'Authorization' => 'Bearer kjfdhsfkjshgskjq',
+            'proxy-authorization' => 'Basic gperfbshkdbfzdzl',
+        ])->shouldReturn([
+            'Content-Type' => 'application/json',
+        ]);
+    }
+}
diff --git a/src/Http/HttpMessageHelper.php b/src/Http/HttpMessageHelper.php
index 92ddf4e..dc4ad4a 100644
--- a/src/Http/HttpMessageHelper.php
+++ b/src/Http/HttpMessageHelper.php
@@ -16,6 +16,8 @@ class HttpMessageHelper
      */
     public static function formatHeadersForSpanAttribute(array $headers): string
     {
+        $headers = HttpSensitiveDataHelper::filterHeaders($headers);
+
         $lines = [];
         foreach ($headers as $name => $values) {
             foreach ($values as $value) {
diff --git a/src/Http/HttpSensitiveDataHelper.php b/src/Http/HttpSensitiveDataHelper.php
new file mode 100644
index 0000000..0a25d67
--- /dev/null
+++ b/src/Http/HttpSensitiveDataHelper.php
@@ -0,0 +1,40 @@
+<?php
+
+declare(strict_types=1);
+
+/*
+ * This file is part of the worldia/instrumentation-bundle package.
+ * (c) Worldia <developers@worldia.com>
+ */
+
+namespace Instrumentation\Http;
+
+use Nyholm\Psr7\Uri;
+
+class HttpSensitiveDataHelper
+{
+    private const SENSITIVE_HEADERS = [
+        'authorization',
+        'Authorization',
+        'proxy-authorization',
+        'Proxy-Authorization',
+    ];
+
+    public static function filterUrl(string $url): string
+    {
+        $url = new Uri($url);
+        $url = $url->withUserInfo('');
+
+        return (string) $url;
+    }
+
+    /**
+     * @param array<string,string[]> $headers
+     *
+     * @return array<string,string[]>
+     */
+    public static function filterHeaders(array $headers): array
+    {
+        return array_diff_key($headers, array_flip(self::SENSITIVE_HEADERS));
+    }
+}
diff --git a/src/Semantics/Attribute/ClientRequestAttributeProvider.php b/src/Semantics/Attribute/ClientRequestAttributeProvider.php
index c4d24bb..1f3c73e 100644
--- a/src/Semantics/Attribute/ClientRequestAttributeProvider.php
+++ b/src/Semantics/Attribute/ClientRequestAttributeProvider.php
@@ -9,6 +9,7 @@
 
 namespace Instrumentation\Semantics\Attribute;
 
+use Instrumentation\Http\HttpSensitiveDataHelper;
 use OpenTelemetry\SemConv\TraceAttributes;
 
 class ClientRequestAttributeProvider implements ClientRequestAttributeProviderInterface
@@ -24,7 +25,7 @@ public function getAttributes(string $method, string $url, array $headers = []):
     {
         $attributes = [
             TraceAttributes::HTTP_METHOD => strtoupper($method),
-            TraceAttributes::HTTP_URL => $url,
+            TraceAttributes::HTTP_URL => HttpSensitiveDataHelper::filterUrl($url),
         ];
 
         foreach ($this->capturedHeaders as $header) {