Graphical User Interface for Anomaly Detection in DBOS
This thesis describes a graphical user interface which can aid in managing and visualizing detected anomalies within Database Operating System (DBOS). Because web applications can be built atop DBOS, it needs a security system to counteract incoming attacks from online. One of the cornerstones of a...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2022
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| Online Access: | https://hdl.handle.net/1721.1/144698 |
| _version_ | 1811095472257892352 |
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| author | Redmond, Robert |
| author2 | Stonebraker, Michael |
| author_facet | Stonebraker, Michael Redmond, Robert |
| author_sort | Redmond, Robert |
| collection | MIT |
| description | This thesis describes a graphical user interface which can aid in managing and visualizing detected anomalies within Database Operating System (DBOS). Because web applications can be built atop DBOS, it needs a security system to counteract incoming attacks from online. One of the cornerstones of a full security pipeline is a strong interface so system experts can monitor and react to incoming threats. While command line interfaces and graphical user interfaces are both means to monitor incoming/potential threats, the latter confer stronger advantages within the context of anomaly detection in DBOS. User studies were used to evaluate the interface’s features throughout the development process. |
| first_indexed | 2024-09-23T16:17:17Z |
| format | Thesis |
| id | mit-1721.1/144698 |
| institution | Massachusetts Institute of Technology |
| last_indexed | 2024-09-23T16:17:17Z |
| publishDate | 2022 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/1446982022-08-30T03:04:19Z Graphical User Interface for Anomaly Detection in DBOS Redmond, Robert Stonebraker, Michael Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science This thesis describes a graphical user interface which can aid in managing and visualizing detected anomalies within Database Operating System (DBOS). Because web applications can be built atop DBOS, it needs a security system to counteract incoming attacks from online. One of the cornerstones of a full security pipeline is a strong interface so system experts can monitor and react to incoming threats. While command line interfaces and graphical user interfaces are both means to monitor incoming/potential threats, the latter confer stronger advantages within the context of anomaly detection in DBOS. User studies were used to evaluate the interface’s features throughout the development process. M.Eng. 2022-08-29T16:05:34Z 2022-08-29T16:05:34Z 2022-05 2022-05-27T16:19:25.310Z Thesis https://hdl.handle.net/1721.1/144698 In Copyright - Educational Use Permitted Copyright MIT http://rightsstatements.org/page/InC-EDU/1.0/ application/pdf Massachusetts Institute of Technology |
| spellingShingle | Redmond, Robert Graphical User Interface for Anomaly Detection in DBOS |
| title | Graphical User Interface for Anomaly Detection in DBOS |
| title_full | Graphical User Interface for Anomaly Detection in DBOS |
| title_fullStr | Graphical User Interface for Anomaly Detection in DBOS |
| title_full_unstemmed | Graphical User Interface for Anomaly Detection in DBOS |
| title_short | Graphical User Interface for Anomaly Detection in DBOS |
| title_sort | graphical user interface for anomaly detection in dbos |
| url | https://hdl.handle.net/1721.1/144698 |
| work_keys_str_mv | AT redmondrobert graphicaluserinterfaceforanomalydetectionindbos |