diff --git a/src/network.c b/src/network.c
index 26a25b75..bc8d8b97 100644
--- a/src/network.c
+++ b/src/network.c
@@ -1177,6 +1177,8 @@ void network_rank_update(struct network *network)
 bool network_info_add_known(const char *ssid, enum security security)
 {
 	struct network_info *network;
+	struct l_settings *settings;
+	bool is_hidden;
 	int err;
 
 	network = l_new(struct network_info, 1);
@@ -1192,6 +1194,13 @@ bool network_info_add_known(const char *ssid, enum security security)
 
 	network->is_known = true;
 
+	settings = storage_network_open(security_to_str(security), ssid);
+
+	if (l_settings_get_bool(settings, "Settings", "Hidden", &is_hidden))
+		network->is_hidden = is_hidden;
+
+	l_settings_free(settings);
+
 	l_queue_insert(networks, network, timespec_compare, NULL);
 
 	return true;
diff --git a/src/network.h b/src/network.h
index 39a3a78c..b45a5bb8 100644
--- a/src/network.h
+++ b/src/network.h
@@ -70,6 +70,7 @@ struct network_info {
 	struct timespec seen_time;	/* Time last seen */
 	int seen_count;			/* Ref count for network.info */
 	bool is_known:1;
+	bool is_hidden:1;
 };
 
 typedef void (*network_info_foreach_func_t)(const struct network_info *info,