Privacy-preserving analytics system
The purpose of this report is to convey the research and decision made for the design and implementation of this system. In recent years, organisations are delivering better solutions from data that was gathered from the consumer. However, with the rising concerns over data privacy, many organisa...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2019
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/10356/76896 |
| _version_ | 1824455540116291584 |
|---|---|
| author | Gwee, Hao De |
| author2 | Ng Wee Keong |
| author_facet | Ng Wee Keong Gwee, Hao De |
| author_sort | Gwee, Hao De |
| collection | NTU |
| description | The purpose of this report is to convey the research and decision made for the design and implementation of this system.
In recent years, organisations are delivering better solutions from data that was gathered from the consumer. However, with the rising concerns over data privacy, many organisations are facing challenges to share their data efficiently and safely without infringing the privacy of the consumer.
The aim of this project is to research and develop a web-based data sharing system to cater to the exponential demand for data. This system encourages data sharing by allowing the authorised user to search for data residing in another database owned by another collaborator.
Privacy-Preserving Analytics system was implemented with a data access control mechanism. This data access control mechanism allows the sharing of data while preserving the privacy of the consumer. Data access control can be decentralised to permit data owners to have full control over the types of data that can be searched. After decentralising data access control, the endpoints between different sub-systems can be protected using digital signature.
Moving forward, the potential security enhancement for this project is to permit the authorised users to search in an encrypted database. |
| first_indexed | 2025-02-19T03:39:50Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/76896 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T03:39:50Z |
| publishDate | 2019 |
| record_format | dspace |
| spelling | ntu-10356/768962023-03-03T20:42:30Z Privacy-preserving analytics system Gwee, Hao De Ng Wee Keong School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval DRNTU::Engineering::Computer science and engineering::Data::Data encryption The purpose of this report is to convey the research and decision made for the design and implementation of this system. In recent years, organisations are delivering better solutions from data that was gathered from the consumer. However, with the rising concerns over data privacy, many organisations are facing challenges to share their data efficiently and safely without infringing the privacy of the consumer. The aim of this project is to research and develop a web-based data sharing system to cater to the exponential demand for data. This system encourages data sharing by allowing the authorised user to search for data residing in another database owned by another collaborator. Privacy-Preserving Analytics system was implemented with a data access control mechanism. This data access control mechanism allows the sharing of data while preserving the privacy of the consumer. Data access control can be decentralised to permit data owners to have full control over the types of data that can be searched. After decentralising data access control, the endpoints between different sub-systems can be protected using digital signature. Moving forward, the potential security enhancement for this project is to permit the authorised users to search in an encrypted database. Bachelor of Engineering (Computer Science) 2019-04-22T13:33:40Z 2019-04-22T13:33:40Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/76896 en Nanyang Technological University 92 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval DRNTU::Engineering::Computer science and engineering::Data::Data encryption Gwee, Hao De Privacy-preserving analytics system |
| title | Privacy-preserving analytics system |
| title_full | Privacy-preserving analytics system |
| title_fullStr | Privacy-preserving analytics system |
| title_full_unstemmed | Privacy-preserving analytics system |
| title_short | Privacy-preserving analytics system |
| title_sort | privacy preserving analytics system |
| topic | DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval DRNTU::Engineering::Computer science and engineering::Data::Data encryption |
| url | http://hdl.handle.net/10356/76896 |
| work_keys_str_mv | AT gweehaode privacypreservinganalyticssystem |