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David R. Matos (@davidmatos)

davidmatos

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uVerum

Intrusion Recovery for Microservice Applications

NoSQL-Undo

NoSQL-Undo is a prototype of a recovery tool that allows database administrators to remove the effect of undesirable actions by undoing operations, leading the database to a consistent state. NoSQL-Undo leverages the logging and snapshot mechanisms of NoSQL databases, and is able to undo operations as long as they are present in the logs. The current prototype supports MongoDB and can be extended for other NoSQL DBMS.

davidmatos.github.io

Rectify

Rectify is a new approach to recover from intrusions on applications running in a PaaS. It is a service designed to be deployed alongside the application in a PaaS container. without requiring modifications to the software and the recovery can be performed by a system administrator. Machine learning techniques are used to associate the requests received by the application to the statements issued to the database. The statements issued in result of malicious requests can be identified and their effects reversed under control of the administrator.