diff --git a/components/script/dom/attr.rs b/components/script/dom/attr.rs
index 9f1520bd085..fe41fee6250 100644
--- a/components/script/dom/attr.rs
+++ b/components/script/dom/attr.rs
@@ -289,3 +289,47 @@ pub(crate) fn is_relevant_attribute(namespace: &Namespace, local_name: &LocalNam
     // <https://svgwg.org/svg2-draft/linking.html#XLinkHrefAttribute>
     namespace == &ns!() || (namespace == &ns!(xlink) && local_name == &local_name!("href"))
 }
+
+/// A help function to check if an attribute is a boolean attribute.
+pub(crate) fn is_boolean_attribute(name: &str) -> bool {
+    // The full list of attributes can be found in [1]. All attributes marked as "Boolean
+    // attribute" in the "Value" column are boolean attributes. Note that "hidden" is effectively
+    // treated as a boolean attribute, according to WPT test "test_global_boolean_attributes" in
+    // webdriver/tests/classic/get_element_attribute/get.py
+    //
+    // [1] <https://html.spec.whatwg.org/multipage/#attributes-3>
+    [
+        "allowfullscreen",
+        "alpha",
+        "async",
+        "autofocus",
+        "autoplay",
+        "checked",
+        "controls",
+        "default",
+        "defer",
+        "disabled",
+        "formnovalidate",
+        "hidden",
+        "inert",
+        "ismap",
+        "itemscope",
+        "loop",
+        "multiple",
+        "muted",
+        "nomodule",
+        "novalidate",
+        "open",
+        "playsinline",
+        "readonly",
+        "required",
+        "reversed",
+        "selected",
+        "shadowrootclonable",
+        "shadowrootcustomelementregistry",
+        "shadowrootdelegatesfocus",
+        "shadowrootserializable",
+    ]
+    .iter()
+    .any(|&boolean_attr| boolean_attr.eq_ignore_ascii_case(name))
+}
diff --git a/components/script/webdriver_handlers.rs b/components/script/webdriver_handlers.rs
index b9476371dc4..6f7286c1c49 100644
--- a/components/script/webdriver_handlers.rs
+++ b/components/script/webdriver_handlers.rs
@@ -34,6 +34,7 @@ use webdriver::common::{WebElement, WebFrame, WebWindow};
 use webdriver::error::ErrorStatus;
 
 use crate::document_collection::DocumentCollection;
+use crate::dom::attr::is_boolean_attribute;
 use crate::dom::bindings::codegen::Bindings::CSSStyleDeclarationBinding::CSSStyleDeclarationMethods;
 use crate::dom::bindings::codegen::Bindings::DOMRectBinding::DOMRectMethods;
 use crate::dom::bindings::codegen::Bindings::DocumentBinding::DocumentMethods;
@@ -1582,9 +1583,18 @@ pub(crate) fn handle_get_attribute(
     reply
         .send(
             get_known_element(documents, pipeline, node_id).map(|element| {
-                element
-                    .GetAttribute(DOMString::from(name))
-                    .map(String::from)
+                if is_boolean_attribute(&name) {
+                    // element.get_attribute_by_name(DOMString::from(name)).map(|_| String::from("true"))
+                    if element.HasAttribute(DOMString::from(name)) {
+                        Some(String::from("true"))
+                    } else {
+                        None
+                    }
+                } else {
+                    element
+                        .GetAttribute(DOMString::from(name))
+                        .map(String::from)
+                }
             }),
         )
         .unwrap();
diff --git a/tests/wpt/meta/webdriver/tests/classic/get_element_attribute/get.py.ini b/tests/wpt/meta/webdriver/tests/classic/get_element_attribute/get.py.ini
index 1ec21a9e65f..bb9de0071f4 100644
--- a/tests/wpt/meta/webdriver/tests/classic/get_element_attribute/get.py.ini
+++ b/tests/wpt/meta/webdriver/tests/classic/get_element_attribute/get.py.ini
@@ -1,60 +1,3 @@
 [get.py]
   [test_no_browsing_context]
     expected: FAIL
-
-  [test_boolean_attribute[audio-attrs0\]]
-    expected: FAIL
-
-  [test_boolean_attribute[button-attrs1\]]
-    expected: FAIL
-
-  [test_boolean_attribute[details-attrs2\]]
-    expected: FAIL
-
-  [test_boolean_attribute[dialog-attrs3\]]
-    expected: FAIL
-
-  [test_boolean_attribute[fieldset-attrs4\]]
-    expected: FAIL
-
-  [test_boolean_attribute[form-attrs5\]]
-    expected: FAIL
-
-  [test_boolean_attribute[iframe-attrs6\]]
-    expected: FAIL
-
-  [test_boolean_attribute[img-attrs7\]]
-    expected: FAIL
-
-  [test_boolean_attribute[input-attrs8\]]
-    expected: FAIL
-
-  [test_boolean_attribute[menuitem-attrs9\]]
-    expected: FAIL
-
-  [test_boolean_attribute[ol-attrs10\]]
-    expected: FAIL
-
-  [test_boolean_attribute[optgroup-attrs11\]]
-    expected: FAIL
-
-  [test_boolean_attribute[option-attrs12\]]
-    expected: FAIL
-
-  [test_boolean_attribute[script-attrs13\]]
-    expected: FAIL
-
-  [test_boolean_attribute[select-attrs14\]]
-    expected: FAIL
-
-  [test_boolean_attribute[textarea-attrs15\]]
-    expected: FAIL
-
-  [test_boolean_attribute[track-attrs16\]]
-    expected: FAIL
-
-  [test_boolean_attribute[video-attrs17\]]
-    expected: FAIL
-
-  [test_global_boolean_attributes]
-    expected: FAIL