diff --git a/sshfs/spec.py b/sshfs/spec.py
index 5c1fc73..77a1e11 100644
--- a/sshfs/spec.py
+++ b/sshfs/spec.py
@@ -4,7 +4,7 @@
 import stat
 import weakref
 from contextlib import AsyncExitStack, suppress
-from datetime import datetime
+from datetime import datetime, timezone
 
 import asyncssh
 from asyncssh.sftp import SFTPOpUnsupported
@@ -151,8 +151,16 @@ def _decode_attributes(self, attributes):
             "type": kind,
             "gid": attributes.gid,
             "uid": attributes.uid,
-            "time": datetime.utcfromtimestamp(attributes.atime),
-            "mtime": datetime.utcfromtimestamp(attributes.mtime),
+            "time": (
+                datetime.fromtimestamp(attributes.atime, tz=timezone.utc)
+                if attributes.atime is not None
+                else None
+            ),
+            "mtime": (
+                datetime.fromtimestamp(attributes.mtime, tz=timezone.utc)
+                if attributes.mtime is not None
+                else None
+            ),
             "permissions": attributes.permissions,
         }
 
diff --git a/tests/test_sshfs.py b/tests/test_sshfs.py
index e55639c..ebe351b 100644
--- a/tests/test_sshfs.py
+++ b/tests/test_sshfs.py
@@ -4,12 +4,12 @@
 import tempfile
 import warnings
 from concurrent import futures
-from datetime import datetime, timedelta
+from datetime import datetime, timedelta, timezone
 from pathlib import Path
 
 import fsspec
 import pytest
-from asyncssh.sftp import SFTPFailure
+from asyncssh.sftp import SFTPAttrs, SFTPFailure
 from importlib_metadata import entry_points
 
 from sshfs import SSHFileSystem
@@ -116,6 +116,22 @@ def test_info(fs, remote_dir):
     assert details["name"] == remote_dir + "/dir/"
 
 
+def test_info_timestamps_are_tz_aware_utc(fs, remote_dir):
+    fs.touch(remote_dir + "/a.txt")
+    details = fs.info(remote_dir + "/a.txt")
+    for key in ["time", "mtime"]:
+        assert details[key].tzinfo == timezone.utc
+
+
+def test_decode_attributes_missing_timestamps(fs):
+    attrs = SFTPAttrs(
+        permissions=0o100644, size=0, uid=0, gid=0, atime=None, mtime=None
+    )
+    details = fs._decode_attributes(attrs)
+    assert details["time"] is None
+    assert details["mtime"] is None
+
+
 def test_move(fs, remote_dir):
     fs.touch(remote_dir + "/a.txt")
     initial_info = fs.info(remote_dir + "/a.txt")