Systems, methods, and computer media for securing data accessible through software applications are provided herein. By capturing path data such as returned results for a query and displayed results provided by an application (e.g., to or by a web browser) for an operation, it can be determined if the query returned more data than was needed for what was displayed. The query can be refined to limit the data returned and reduce the security risk of such over-provisioning of data.