A Data Leakage Prevention Method Based on the Reduction of Confidential and Context Terms for Smart Mobile Devices
Joint Authors
Jiang, Feng
Yu, Xiang
Tian, Zhihong
Qiu, Jing
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-10-21
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
Early data leakage protection methods for smart mobile devices usually focus on confidential terms and their context, which truly prevent some kinds of data leakage events.
However, with the high dimensionality and redundancy of text data, it is difficult to detect the documents which contain confidential contents accurately.
Our approach updates cluster graph structure based on CBDLP (Data Leakage Protection Based on Context) model by computing the importance of confidential terms and the terms within the range of their context.
By applying CBDLP with pruning procedure which has been validated, we further remove the redundancy terms and noise terms.
Actually, not only can confidential terms be accurately detected but also the sophisticated rephrased confidential contents are detected during the experiments.
American Psychological Association (APA)
Yu, Xiang& Tian, Zhihong& Qiu, Jing& Jiang, Feng. 2018. A Data Leakage Prevention Method Based on the Reduction of Confidential and Context Terms for Smart Mobile Devices. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1216104
Modern Language Association (MLA)
Yu, Xiang…[et al.]. A Data Leakage Prevention Method Based on the Reduction of Confidential and Context Terms for Smart Mobile Devices. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1216104
American Medical Association (AMA)
Yu, Xiang& Tian, Zhihong& Qiu, Jing& Jiang, Feng. A Data Leakage Prevention Method Based on the Reduction of Confidential and Context Terms for Smart Mobile Devices. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1216104
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1216104