Intrusion Detection in Role Administrated Database:Transaction- Based Approach Abstract Most of valuable information resources for all organizations are stored in database. It's a serious subject to protect this information against intruders. However, conventional security mechanisms haven’t been designed to detect anomalous actions of database users. Intrusion detection systems (IDS) deliver an extra layer of security that cannot be guaranteed by built-in security tools. IDS provi ...