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• W3116008906 endingPage "8545" @default.
• W3116008906 startingPage "8512" @default.
• W3116008906 abstract "Anonymization is a practical solution for preserving user’s privacy in data publishing. Data owners such as hospitals, banks, social network (SN) service providers, and insurance companies anonymize their user’s data before publishing it to protect the privacy of users whereas anonymous data remains useful for legitimate information consumers. Many anonymization models, algorithms, frameworks, and prototypes have been proposed/developed for privacy preserving data publishing (PPDP). These models/algorithms anonymize users’ data which is mainly in the form of tables or graphs depending upon the data owners. It is of paramount importance to provide good perspectives of the whole information privacy area involving both tabular and SN data, and recent anonymization researches. In this paper, we presents a comprehensive survey about SN (i.e., graphs) and relational (i.e., tabular) data anonymization techniques used in the PPDP. We systematically categorize the existing anonymization techniques into relational and structural anonymization, and present an up to date thorough review on existing anonymization techniques and metrics used for their evaluation. Our aim is to provide deeper insights about the PPDP problem involving both graphs and tabular data, possible attacks that can be launched on the sanitized published data, different actors involved in the anonymization scenario, and major differences in amount of private information contained in graphs and relational data, respectively. We present various representative anonymization methods that have been proposed to solve privacy problems in application-specific scenarios of the SNs. Furthermore, we highlight the user’s re-identification methods used by malevolent adversaries to re-identify people uniquely from the privacy preserved published data. Additionally, we discuss the challenges of anonymizing both graphs and tabular data, and elaborate promising research directions. To the best of our knowledge, this is the first work to systematically cover recent PPDP techniques involving both SN and relational data, and it provides a solid foundation for future studies in the PPDP field." @default.
• W3116008906 created "2021-01-05" @default.
• W3116008906 creator A5019574100 @default.
• W3116008906 creator A5080124260 @default.
• W3116008906 date "2021-01-01" @default.
• W3116008906 modified "2023-10-17" @default.
• W3116008906 title "Anonymization Techniques for Privacy Preserving Data Publishing: A Comprehensive Survey" @default.
• W3116008906 cites W1484014139 @default.
• W3116008906 cites W1584893807 @default.
• W3116008906 cites W1605231052 @default.
• W3116008906 cites W1672071681 @default.
• W3116008906 cites W173622546 @default.
• W3116008906 cites W1907449704 @default.
• W3116008906 cites W1977843657 @default.
• W3116008906 cites W1992263322 @default.
• W3116008906 cites W1992286709 @default.
• W3116008906 cites W1996300823 @default.
• W3116008906 cites W2000133061 @default.
• W3116008906 cites W2001845088 @default.
• W3116008906 cites W2004069751 @default.
• W3116008906 cites W2005107218 @default.
• W3116008906 cites W2009331946 @default.
• W3116008906 cites W2025341587 @default.
• W3116008906 cites W2045134072 @default.
• W3116008906 cites W2054922243 @default.
• W3116008906 cites W2057595201 @default.
• W3116008906 cites W2067743085 @default.
• W3116008906 cites W2077145963 @default.
• W3116008906 cites W2081991095 @default.
• W3116008906 cites W2083761388 @default.
• W3116008906 cites W2088583206 @default.
• W3116008906 cites W2097632226 @default.
• W3116008906 cites W2098735215 @default.
• W3116008906 cites W2101771965 @default.
• W3116008906 cites W2105801512 @default.
• W3116008906 cites W2109135024 @default.
• W3116008906 cites W2109426455 @default.
• W3116008906 cites W2111770634 @default.
• W3116008906 cites W2116241118 @default.
• W3116008906 cites W2118944554 @default.
• W3116008906 cites W2119149536 @default.
• W3116008906 cites W2127414816 @default.
• W3116008906 cites W2129585236 @default.
• W3116008906 cites W2134167315 @default.
• W3116008906 cites W2136114025 @default.
• W3116008906 cites W2139864694 @default.
• W3116008906 cites W2142406320 @default.
• W3116008906 cites W2143445293 @default.
• W3116008906 cites W2151961366 @default.
• W3116008906 cites W2153803020 @default.
• W3116008906 cites W2153910905 @default.
• W3116008906 cites W2154026994 @default.
• W3116008906 cites W2159002431 @default.
• W3116008906 cites W2159024459 @default.
• W3116008906 cites W2159196732 @default.
• W3116008906 cites W2163263459 @default.
• W3116008906 cites W2164649498 @default.
• W3116008906 cites W2170204206 @default.
• W3116008906 cites W2170540710 @default.
• W3116008906 cites W2172259243 @default.
• W3116008906 cites W2179482348 @default.
• W3116008906 cites W2268305941 @default.
• W3116008906 cites W2279779665 @default.
• W3116008906 cites W2293927622 @default.
• W3116008906 cites W2342800485 @default.
• W3116008906 cites W2344377591 @default.
• W3116008906 cites W2408653639 @default.
• W3116008906 cites W2410319475 @default.
• W3116008906 cites W2413906171 @default.
• W3116008906 cites W2415901874 @default.
• W3116008906 cites W2470896761 @default.
• W3116008906 cites W2486630770 @default.
• W3116008906 cites W2492802506 @default.
• W3116008906 cites W2503906172 @default.
• W3116008906 cites W2504285183 @default.
• W3116008906 cites W2526910689 @default.
• W3116008906 cites W2527113903 @default.
• W3116008906 cites W2529154467 @default.
• W3116008906 cites W2529689813 @default.
• W3116008906 cites W2534493406 @default.
• W3116008906 cites W2558161036 @default.
• W3116008906 cites W2558896083 @default.
• W3116008906 cites W2562241180 @default.
• W3116008906 cites W2563949294 @default.
• W3116008906 cites W2570970963 @default.
• W3116008906 cites W2582249223 @default.
• W3116008906 cites W2582359070 @default.
• W3116008906 cites W2582825155 @default.
• W3116008906 cites W2594834973 @default.
• W3116008906 cites W2607878323 @default.
• W3116008906 cites W2609539869 @default.
• W3116008906 cites W2612364690 @default.
• W3116008906 cites W2626533970 @default.
• W3116008906 cites W2735852811 @default.
• W3116008906 cites W2735889096 @default.
• W3116008906 cites W2741730096 @default.
• W3116008906 cites W2758068229 @default.
• W3116008906 cites W2759979881 @default.

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