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- W2913213946 abstract "The heart of any enterprise is its databases where the application data is stored. Organizations frequently place certain access control mechanisms to prevent access by unau-thorized employees. However, there is persistent concern about malicious insiders. Anomaly-based intrusion detection systems are known to have the potential to detect insider attacks. Accurate modelling of insiders behaviour within the framework of Relational Database Management Systems (RDBMS) requires attention. The majority of past research considers SQL queries in isolation when modelling insiders behaviour. However, a query in isolation can be safe, while a sequence of queries might result in malicious access. In this work, we consider sequences of SQL queries when modelling behaviours to detect malicious RDBMS accesses using frequent and rare item-sets mining. Preliminary results demonstrate that the proposed approach has the potential to detect malicious RDBMS accesses by insiders." @default.
- W2913213946 created "2019-02-21" @default.
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- W2913213946 date "2018-12-01" @default.
- W2913213946 modified "2023-09-27" @default.
- W2913213946 title "Towards Modelling Insiders Behaviour as Rare Behaviour to Detect Malicious RDBMS Access" @default.
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- W2913213946 doi "https://doi.org/10.1109/bigdata.2018.8622047" @default.
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