By Asaf Shabtai
SpringerBriefs current concise summaries of state-of-the-art study and functional purposes throughout a large spectrum of fields. that includes compact volumes of fifty to a hundred pages (approximately 20,000- 40,000 words), the sequence covers a number content material from specialist to educational. Briefs enable authors to give their rules and readers to soak up them with minimum time funding. As a part of Springer’s booklet assortment, SpringBriefs are released to thousands of clients around the world. Information/Data Leakage poses a major hazard to businesses and companies, because the variety of leakage incidents and the price they inflict maintains to extend. no matter if brought on by malicious motive, or an inadvertent mistake, info loss can cut back a company’s model, decrease shareholder price, and harm the company’s goodwill and popularity. This ebook goals to supply a structural and accomplished assessment of the sensible options and present learn within the DLP area. this can be the 1st entire booklet that's committed fullyyt to the sphere of knowledge leakage and covers all very important demanding situations and strategies to mitigate them. Its informative, actual pages will supply researchers, scholars and practitioners within the with a complete, but concise and handy reference resource to this interesting box. we've got grouped latest suggestions into diversified different types in keeping with a defined taxonomy. The offered taxonomy characterizes DLP ideas in line with quite a few facets reminiscent of: leakage resource, information country, leakage channel, deployment scheme, preventive/detective methods, and the motion upon leakage. within the advertisement half we overview suggestions of the top DLP marketplace gamers in response to specialist study studies and fabric bought from the internet sites of the owners. within the educational half we cluster the tutorial paintings in line with the character of the leakage and safeguard into a variety of different types. ultimately, we describe major info leakage eventualities and current for every state of affairs the main suitable and appropriate answer or strategy that might mitigate and decrease the possibility and/or impression of the leakage scenario.
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Extra info for A Survey of Data Leakage Detection and Prevention Solutions
On the other hand, the method consumes large amounts of memory and CPU resources on the server and cannot protect against insider attack. Yasuhiro and Yoshik (2002) presented a Web-based framework aimed at preventing leakage of confidential information. This is done by encrypting confidential data and granting access only to authorized users, as well as by using a specialized viewer embedded in the Internet browser for decrypting and viewing content. The system operates in two phases: the download phase and the viewing phase.
This comparison is done separately for each recipient of the message which is about to be sent. The second technique proposed was a classification-based method and was implemented using social network information (such as the number of received messages, the number of sent messages, and the number of times that a particular pair of recipients were copied in the same message). The idea was to perform leak prediction in two steps. In the first step, textual similarity scores were calculated using a cross-validation procedure on the training set.
To generate such tokens, relevant statistics for each attribute were gathered (including a set of potential values and their frequencies), and the dependencies between different fields in the same record were identified. Based on this knowledge, a program was developed to generate honeytokens. 36 4 Data Leakage Detection/Prevention Solutions A closely related approach is identifying and monitoring critical (highly sensitive) data items. White and Panda (2009) implemented a statistical data relationship model to locate critical data items.
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