diff --git a/CHANGES.md b/CHANGES.md
index 89089865..972cf3f0 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -1,7 +1,9 @@
 2.1.0 (in development)
 ======================
 
-
+- Support for pickling `abc.abstractproperty`, `abc.abstractclassmethod`,
+  and `abc.abstractstaticmethod`.
+  ([PR #450](https://github.com/cloudpipe/cloudpickle/pull/450))
 
 2.0.0
 =====
diff --git a/cloudpickle/cloudpickle_fast.py b/cloudpickle/cloudpickle_fast.py
index ac4d08bb..70b5ecec 100644
--- a/cloudpickle/cloudpickle_fast.py
+++ b/cloudpickle/cloudpickle_fast.py
@@ -534,6 +534,10 @@ class CloudPickler(Pickler):
     _dispatch_table[type(OrderedDict().keys())] = _odict_keys_reduce
     _dispatch_table[type(OrderedDict().values())] = _odict_values_reduce
     _dispatch_table[type(OrderedDict().items())] = _odict_items_reduce
+    _dispatch_table[abc.abstractmethod] = _classmethod_reduce
+    _dispatch_table[abc.abstractclassmethod] = _classmethod_reduce
+    _dispatch_table[abc.abstractstaticmethod] = _classmethod_reduce
+    _dispatch_table[abc.abstractproperty] = _property_reduce
 
 
     dispatch_table = ChainMap(_dispatch_table, copyreg.dispatch_table)
diff --git a/tests/cloudpickle_test.py b/tests/cloudpickle_test.py
index 22e31d8d..f356681d 100644
--- a/tests/cloudpickle_test.py
+++ b/tests/cloudpickle_test.py
@@ -1184,6 +1184,101 @@ def some_classmethod(cls):
             def some_staticmethod():
                 """A staticmethod"""
 
+            @property
+            @abc.abstractmethod
+            def some_property():
+                """A property"""
+
+        class ConcreteClass(AbstractClass):
+            def some_method(self):
+                return 'it works!'
+
+            @classmethod
+            def some_classmethod(cls):
+                assert cls == ConcreteClass
+                return 'it works!'
+
+            @staticmethod
+            def some_staticmethod():
+                return 'it works!'
+
+            @property
+            def some_property(self):
+                return 'it works!'
+
+        # This abstract class is locally defined so we can safely register
+        # tuple in it to verify the unpickled class also register tuple.
+        AbstractClass.register(tuple)
+
+        concrete_instance = ConcreteClass()
+        depickled_base = pickle_depickle(AbstractClass, protocol=self.protocol)
+        depickled_class = pickle_depickle(ConcreteClass,
+                                          protocol=self.protocol)
+        depickled_instance = pickle_depickle(concrete_instance)
+
+        assert issubclass(tuple, AbstractClass)
+        assert issubclass(tuple, depickled_base)
+
+        self.assertEqual(depickled_class().some_method(), 'it works!')
+        self.assertEqual(depickled_instance.some_method(), 'it works!')
+
+        self.assertEqual(depickled_class.some_classmethod(), 'it works!')
+        self.assertEqual(depickled_instance.some_classmethod(), 'it works!')
+
+        self.assertEqual(depickled_class().some_staticmethod(), 'it works!')
+        self.assertEqual(depickled_instance.some_staticmethod(), 'it works!')
+
+        self.assertEqual(depickled_class().some_property, 'it works!')
+        self.assertEqual(depickled_instance.some_property, 'it works!')
+        self.assertRaises(TypeError, depickled_base)
+
+        class DepickledBaseSubclass(depickled_base):
+            def some_method(self):
+                return 'it works for realz!'
+
+            @classmethod
+            def some_classmethod(cls):
+                assert cls == DepickledBaseSubclass
+                return 'it works for realz!'
+
+            @staticmethod
+            def some_staticmethod():
+                return 'it works for realz!'
+
+            @property
+            def some_property():
+                return 'it works for realz!'
+
+        self.assertEqual(DepickledBaseSubclass().some_method(),
+                         'it works for realz!')
+
+        class IncompleteBaseSubclass(depickled_base):
+            def some_method(self):
+                return 'this class lacks some concrete methods'
+
+        self.assertRaises(TypeError, IncompleteBaseSubclass)
+
+    def test_abstracts(self):
+        # Same as `test_abc` but using deprecated `abc.abstract*` methods.
+        # See https://github.com/cloudpipe/cloudpickle/issues/367
+
+        class AbstractClass(abc.ABC):
+            @abc.abstractmethod
+            def some_method(self):
+                """A method"""
+
+            @abc.abstractclassmethod
+            def some_classmethod(cls):
+                """A classmethod"""
+
+            @abc.abstractstaticmethod
+            def some_staticmethod():
+                """A staticmethod"""
+
+            @abc.abstractproperty
+            def some_property(self):
+                """A property"""
+
         class ConcreteClass(AbstractClass):
             def some_method(self):
                 return 'it works!'
@@ -1197,6 +1292,10 @@ def some_classmethod(cls):
             def some_staticmethod():
                 return 'it works!'
 
+            @property
+            def some_property(self):
+                return 'it works!'
+
         # This abstract class is locally defined so we can safely register
         # tuple in it to verify the unpickled class also register tuple.
         AbstractClass.register(tuple)
@@ -1218,6 +1317,9 @@ def some_staticmethod():
 
         self.assertEqual(depickled_class().some_staticmethod(), 'it works!')
         self.assertEqual(depickled_instance.some_staticmethod(), 'it works!')
+
+        self.assertEqual(depickled_class().some_property, 'it works!')
+        self.assertEqual(depickled_instance.some_property, 'it works!')
         self.assertRaises(TypeError, depickled_base)
 
         class DepickledBaseSubclass(depickled_base):
@@ -1233,6 +1335,10 @@ def some_classmethod(cls):
             def some_staticmethod():
                 return 'it works for realz!'
 
+            @property
+            def some_property(self):
+                return 'it works for realz!'
+
         self.assertEqual(DepickledBaseSubclass().some_method(),
                          'it works for realz!')