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» Some Problems in Sanitizing Network Data
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69
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WETICE
2006
IEEE
15 years 4 months ago
Some Problems in Sanitizing Network Data
The problem of removing sensitive information from data before it is released publicly, or turned over to less trusted analysts, underlies much of the unwillingness to share data....
Matt Bishop, Rick Crawford, Bhume Bhumiratana, Lis...
88
Voted
NSPW
2006
ACM
15 years 4 months ago
Large-scale collection and sanitization of network security data: risks and challenges
Over the last several years, there has been an emerging interest in the development of widearea data collection and analysis centers to help identify, track, and formulate respons...
Phillip A. Porras, Vitaly Shmatikov
73
Voted
NSPW
2006
ACM
15 years 4 months ago
Sanitization models and their limitations
This work explores issues of computational disclosure control. We examine assumptions in the foundations of traditional problem statements and abstract models. We offer a comprehe...
Rick Crawford, Matt Bishop, Bhume Bhumiratana, Lis...
72
Voted
COMPSAC
2005
IEEE
15 years 6 days ago
A Novel Method for Protecting Sensitive Knowledge in Association Rules Mining
Discovering frequent patterns from huge amounts of data is one of the most studied problems in data mining. However, some sensitive patterns with security policies may cause a thr...
En Tzu Wang, Guanling Lee, Yu Tzu Lin
80
Voted
AINA
2010
IEEE
15 years 3 months ago
GEPETO: A GEoPrivacy-Enhancing TOolkit
Abstract—A geolocalised system generally belongs to an individual and as such knowing its location reveals the location of its owner, which is a direct threat against his privacy...
Sébastien Gambs, Marc-Olivier Killijian, Mi...