I can think of 2 option here:-
1. Delete the SI_KEY_DB_PWD property of the LDAP plugin and then check the behavior
IF it does not work then:-
2. Delete the LDAP Plugin and re create it.(create enterprise alise before deleting the plugin)
Follow SAP note:-1666484(Steps mentioned are for secWinAD change it to secLDAP)