diff --git a/ksmserver/ConfigureChecks.cmake b/ksmserver/ConfigureChecks.cmake
index 4f8cf7978..f7eda81b7 100644
--- a/ksmserver/ConfigureChecks.cmake
+++ b/ksmserver/ConfigureChecks.cmake
@@ -9,4 +9,5 @@
 #
 #################################################
 
-check_library_exists( ICE _IceTransNoListen "" HAVE__ICETRANSNOLISTEN )
\ No newline at end of file
+pkg_search_module( LIBICE ice )
+check_library_exists( ICE _IceTransNoListen "${LIBICE_LIBRARY_DIRS}" HAVE__ICETRANSNOLISTEN )
\ No newline at end of file