diff --git a/src/griffe/mixins.py b/src/griffe/mixins.py
index f52b4f0f..f5baa89d 100644
--- a/src/griffe/mixins.py
+++ b/src/griffe/mixins.py
@@ -299,6 +299,11 @@ def has_private_name(self) -> bool:
         """Whether this object/alias has a private name."""
         return self.name.startswith("_")  # type: ignore[attr-defined]
 
+    @property
+    def has_special_name(self) -> bool:
+        """Whether this object/alias has a special name."""
+        return self.name.startswith("__") and self.name.endswith("__")  # type: ignore[attr-defined]
+
     @property
     def is_exported(self) -> bool:
         """Whether this object/alias is exported (listed in `__all__`)."""
@@ -365,18 +370,30 @@ def is_public(self) -> bool:
         - Otherwise, the object is public.
         """
         # TODO: Return regular True/False values in next version.
+
+        # Give priority to the `public` attribute if it is set.
         if self.public is not None:  # type: ignore[attr-defined]
             return _True if self.public else _False  # type: ignore[return-value,attr-defined]
+
+        # If the object is defined at the module-level and is listed in `__all__`, it is public.
+        # If the parent module defines `__all__` but does not list the object, it is private.
         if self.parent and self.parent.is_module and bool(self.parent.exports):  # type: ignore[attr-defined]
             return _True if self.name in self.parent.exports else _False  # type: ignore[attr-defined,return-value]
-        if self.has_private_name:
+
+        # Special objects are always considered public.
+        # Even if we don't access them directly, they are used through different *public* means
+        # like instantiating classes (`__init__`), using operators (`__eq__`), etc..
+        if self.has_private_name and not self.has_special_name:
             return _False  # type: ignore[return-value]
-        # The following condition effectively filters out imported objects.
+
         # TODO: In a future version, we will support two conventions regarding imports:
         # - `from a import x as x` marks `x` as public.
         # - `from a import *` marks all wildcard imported objects as public.
+        # The following condition effectively filters out imported objects.
         if self.is_alias and not (self.inherited or (self.parent and self.parent.is_alias)):  # type: ignore[attr-defined]
             return _False  # type: ignore[return-value]
+
+        # If we reached this point, the object is public.
         return _True  # type: ignore[return-value]
 
 
diff --git a/tests/test_public_api.py b/tests/test_public_api.py
index cbdbbf93..4deba9db 100644
--- a/tests/test_public_api.py
+++ b/tests/test_public_api.py
@@ -8,3 +8,16 @@ def test_not_detecting_imported_objects_as_public() -> None:
     with temporary_visited_module("from abc import ABC\ndef func(): ...") as module:
         assert not module["ABC"].is_public
         assert module["func"].is_public  # control case
+
+
+def test_detecting_dunder_attributes_as_public() -> None:
+    """Dunder attributes (methods, etc.) must be considered public."""
+    with temporary_visited_module(
+        """
+        def __getattr__(name): ...
+        class A:
+            def __init__(self): ...
+        """,
+    ) as module:
+        assert module["__getattr__"].is_public
+        assert module["A.__init__"].is_public