diff --git a/fsspec/tests/test_utils.py b/fsspec/tests/test_utils.py
index 1eeee912b..c388ee04d 100644
--- a/fsspec/tests/test_utils.py
+++ b/fsspec/tests/test_utils.py
@@ -209,8 +209,16 @@ def test_infer_options():
     # - The bucket is included in path
     for protocol in ["s3", "s3a", "gcs", "gs"]:
         options = infer_storage_options(f"{protocol}://Bucket-name.com/test.csv")
+        assert options["host"] == "Bucket-name.com"
         assert options["path"] == "Bucket-name.com/test.csv"
 
+    for protocol in ["s3", "s3a"]:
+        options = infer_storage_options(
+            f"{protocol}://arn:aws:s3:us-west-2:1234:accesspoint/abc/test.csv"
+        )
+        assert options["host"] == "arn:aws:s3:us-west-2:1234:accesspoint"
+        assert options["path"] == "arn:aws:s3:us-west-2:1234:accesspoint/abc/test.csv"
+
     with pytest.raises(KeyError):
         infer_storage_options("file:///bucket/file.csv", {"path": "collide"})
     with pytest.raises(KeyError):
diff --git a/fsspec/utils.py b/fsspec/utils.py
index faa63937f..403f39c89 100644
--- a/fsspec/utils.py
+++ b/fsspec/utils.py
@@ -96,12 +96,17 @@ def infer_storage_options(
         # https://github.com/dask/dask/issues/1417
         options["host"] = parsed_path.netloc.rsplit("@", 1)[-1].rsplit(":", 1)[0]
 
+        if protocol in ("s3", "s3a") and parsed_path.netloc.endswith(":accesspoint"):
+            # When receiving a s3 accesspoint url like s3://arn:aws:s3:us-west-2:1234:accesspoint/abc
+            # the :accesspoint suffix would fail the port parsing with a ValueError complaining the port is not an integer
+            # Ignore the port setting and keep the :accesspoint suffix in the options["host"]
+            options["host"] = parsed_path.netloc.rsplit("@", 1)[-1]
+        else:
+            if parsed_path.port:
+                options["port"] = parsed_path.port
+
         if protocol in ("s3", "s3a", "gcs", "gs"):
             options["path"] = options["host"] + options["path"]
-        else:
-            options["host"] = options["host"]
-        if parsed_path.port:
-            options["port"] = parsed_path.port
         if parsed_path.username:
             options["username"] = parsed_path.username
         if parsed_path.password: