diff --git a/doc/source/devref/network_policy.rst b/doc/source/devref/network_policy.rst
index 71714b9b8..70ef8b530 100644
--- a/doc/source/devref/network_policy.rst
+++ b/doc/source/devref/network_policy.rst
@@ -296,7 +296,7 @@ restriction was enforced.
 Allow traffic from namespace
 ++++++++++++++++++++++++++++
 
-The following network policy only allows allowing ingress traffic
+The following network policy only allows ingress traffic
 from namespace with the label ``purpose=test``:
 
 .. code-block:: yaml
@@ -363,9 +363,94 @@ egress rule allowing traffic to everywhere.
 
 .. note::
 
-   The Service security groups need to be rechecked when a network policy
-   that affects ingress traffic is created, and also everytime
-   a pod or namespace is created.
+   Only when using Amphora Octavia provider and Services with selector,
+   the Load Balancer security groups need to be rechecked when a
+   network policy that affects ingress traffic is created, and
+   also everytime a pod or namespace is created. Network Policy
+   is not enforced on Services without Selectors.
+
+Allow traffic to a Pod in a Namespace
++++++++++++++++++++++++++++++++++++++
+
+The following network policy only allows egress traffic from Pods
+with the label ``app=demo`` at Namespace with label ``app=demo``:
+
+.. code-block:: yaml
+
+   apiVersion: networking.k8s.io/v1
+   kind: NetworkPolicy
+   metadata:
+     name: block-egress
+     namespace: client
+   spec:
+     podSelector:
+       matchLabels:
+         app: client
+     policyTypes:
+     - Egress
+     egress:
+       - from:
+         - namespaceSelector:
+             matchLabels:
+               app: demo
+           podSelector:
+             matchLabels:
+               app: demo
+
+The resulting CRD has an ingress rules allowing traffic
+from everywhere and egress rules to the selected Pod
+and the Service that points to it.
+
+.. code-block:: yaml
+
+   apiVersion: openstack.org/v1
+   kind: KuryrNetworkPolicy
+   metadata: ...
+   spec:
+   egressSgRules:
+   - namespace: demo
+   sgRule:
+     description: Kuryr-Kubernetes NetPolicy SG rule
+     direction: egress
+     ethertype: IPv4
+     port_range_max: 65535
+     port_range_min: 1
+     protocol: tcp
+     remote_ip_prefix: 10.0.2.120
+   - sgRule:
+     description: Kuryr-Kubernetes NetPolicy SG rule
+     direction: egress
+     ethertype: IPv4
+     port_range_max: 65535
+     port_range_min: 1
+     protocol: tcp
+     remote_ip_prefix: 10.0.0.144
+   ingressSgRules:
+   - sgRule:
+     description: Kuryr-Kubernetes NetPolicy SG rule
+     direction: ingress
+     ethertype: IPv4
+   - sgRule:
+     description: Kuryr-Kubernetes NetPolicy SG rule
+     direction: ingress
+     ethertype: IPv6
+   podSelector:
+   matchLabels:
+     app: client
+   policyTypes:
+   - Egress
+   status:
+   podSelector:
+   matchLabels:
+     app: client
+   securityGroupId: 322a347b-0684-4aea-945a-5f204361a64e
+   securityGroupRules: ...
+
+.. note::
+
+   A Network Policy egress rule creates a Security Group rule
+   corresponding to a Service(with or without selectors) that
+   points to the selected Pod.
 
 
 Create network policy flow
diff --git a/kuryr_kubernetes/controller/drivers/network_policy.py b/kuryr_kubernetes/controller/drivers/network_policy.py
index 3a2ef3265..54a8f2d98 100644
--- a/kuryr_kubernetes/controller/drivers/network_policy.py
+++ b/kuryr_kubernetes/controller/drivers/network_policy.py
@@ -542,26 +542,39 @@ class NetworkPolicyDriver(base.NetworkPolicyDriver):
             return
 
         for service in services.get('items'):
+            svc_name = service['metadata']['name']
+            svc_namespace = service['metadata']['namespace']
             if self._is_pod(resource):
                 pod_labels = resource['metadata'].get('labels')
                 svc_selector = service['spec'].get('selector')
-                if not svc_selector or not pod_labels:
-                    continue
-                else:
+                if not svc_selector:
+                    targets = driver_utils.get_endpoints_targets(
+                            svc_name, svc_namespace)
+                    pod_ip = resource['status'].get('podIP')
+                    if pod_ip and pod_ip not in targets:
+                        continue
+                elif pod_labels:
                     if not driver_utils.match_labels(
                             svc_selector, pod_labels):
                         continue
             elif resource.get('cidr'):
                 # NOTE(maysams) Accounts for traffic to pods under
                 # a service matching an IPBlock rule.
-                svc_namespace = service['metadata']['namespace']
-                if svc_namespace != policy_namespace:
-                    continue
                 svc_selector = service['spec'].get('selector')
-                pods = driver_utils.get_pods({'selector': svc_selector},
-                                             svc_namespace).get('items')
-                if not self._pods_in_ip_block(pods, resource):
-                    continue
+                if not svc_selector:
+                    # Retrieving targets of services on any Namespace
+                    targets = driver_utils.get_endpoints_targets(
+                        svc_name, svc_namespace)
+                    if (not targets or
+                            not self._targets_in_ip_block(targets, resource)):
+                        continue
+                else:
+                    if svc_namespace != policy_namespace:
+                        continue
+                    pods = driver_utils.get_pods({'selector': svc_selector},
+                                                 svc_namespace).get('items')
+                    if not self._pods_in_ip_block(pods, resource):
+                        continue
             else:
                 ns_name = service['metadata']['namespace']
                 if ns_name != resource['metadata']['name']:
@@ -583,6 +596,13 @@ class NetworkPolicyDriver(base.NetworkPolicyDriver):
                 return True
         return False
 
+    def _targets_in_ip_block(self, targets, resource):
+        for target in targets:
+            if (ipaddress.ip_address(target)
+                    not in ipaddress.ip_network(resource.get('cidr'))):
+                return False
+        return True
+
     def parse_network_policy_rules(self, policy):
         """Create security group rule bodies out of network policies.
 
diff --git a/kuryr_kubernetes/controller/drivers/network_policy_security_groups.py b/kuryr_kubernetes/controller/drivers/network_policy_security_groups.py
index 26aceffee..55673bd76 100644
--- a/kuryr_kubernetes/controller/drivers/network_policy_security_groups.py
+++ b/kuryr_kubernetes/controller/drivers/network_policy_security_groups.py
@@ -433,7 +433,6 @@ class NetworkPolicyServiceSecurityGroupsDriver(
         svc_namespace = service['metadata']['namespace']
         svc_selector = service['spec'].get('selector')
 
-        # skip is no selector
         if svc_selector:
             # get affected pods by svc selector
             pods = driver_utils.get_pods({'selector': svc_selector},
@@ -444,4 +443,11 @@ class NetworkPolicyServiceSecurityGroupsDriver(
             # to the first one.
             if pods:
                 return _get_pod_sgs(pods[0])
+        else:
+            # NOTE(maysams): Network Policy is not enforced on Services
+            # without selectors.
+            sg_list = config.CONF.neutron_defaults.pod_security_groups
+            if not sg_list:
+                raise cfg.RequiredOptError('pod_security_groups',
+                                           cfg.OptGroup('neutron_defaults'))
         return sg_list[:]
diff --git a/kuryr_kubernetes/controller/drivers/utils.py b/kuryr_kubernetes/controller/drivers/utils.py
index dc66ecebc..9d7a3657f 100644
--- a/kuryr_kubernetes/controller/drivers/utils.py
+++ b/kuryr_kubernetes/controller/drivers/utils.py
@@ -586,3 +586,24 @@ def get_port_annot_pci_info(nodename, neutron_port):
         LOG.exception('Exception when reading annotations '
                       '%s and converting from json', annot_name)
     return pci_info
+
+
+def get_endpoints_targets(name, namespace):
+    kubernetes = clients.get_kubernetes_client()
+    target_ips = []
+    try:
+        klb_crd = kubernetes.get(
+            f'{constants.K8S_API_CRD_NAMESPACES}/{namespace}/'
+            f'kuryrloadbalancers/{name}')
+    except k_exc.K8sResourceNotFound:
+        LOG.debug("KuryrLoadBalancer %s not found on Namespace %s.",
+                  name, namespace)
+        return target_ips
+    except k_exc.K8sClientException:
+        LOG.exception('Exception when getting K8s Endpoints.')
+        raise
+
+    for ep_slice in klb_crd['spec'].get('endpointSlices', []):
+        for endpoint in ep_slice.get('endpoints', []):
+            target_ips.extend(endpoint.get('addresses', []))
+    return target_ips
diff --git a/kuryr_kubernetes/controller/handlers/kuryrnetworkpolicy.py b/kuryr_kubernetes/controller/handlers/kuryrnetworkpolicy.py
index 3ea3a8149..98781b87f 100644
--- a/kuryr_kubernetes/controller/handlers/kuryrnetworkpolicy.py
+++ b/kuryr_kubernetes/controller/handlers/kuryrnetworkpolicy.py
@@ -217,8 +217,8 @@ class KuryrNetworkPolicyHandler(k8s_base.ResourceEventHandler):
             for service in services.get('items', []):
                 # TODO(ltomasbo): Skip other services that are not affected
                 #                 by the policy
-                # FIXME(dulek): Make sure to include svcs without selector when
-                #               we start supporting them.
+                # NOTE(maysams): Network Policy is not enforced on Services
+                # without selectors for Amphora Octavia provider.
                 if (not service['spec'].get('selector') or not
                         self._is_service_affected(service, pods_to_update)):
                     continue
diff --git a/releasenotes/notes/network-policy-support-on-services-without-selectors-fea06ab71a8a6f2a.yaml b/releasenotes/notes/network-policy-support-on-services-without-selectors-fea06ab71a8a6f2a.yaml
new file mode 100644
index 000000000..706b5f6be
--- /dev/null
+++ b/releasenotes/notes/network-policy-support-on-services-without-selectors-fea06ab71a8a6f2a.yaml
@@ -0,0 +1,7 @@
+---
+fixes:
+  - |
+    Kuryr can now handle egress Network Policy that allows
+    traffic to Pods being Pointed by a Service without Selector.
+    Also, ingress Network Policy is not enforced on Services
+    without Selectors when the Octavia provider is Amphora.