A SURVEY ON DATA ANONYMIZATION TECHNIQUES AND CHALLENGES FOR BIG DATA

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Hasaninasab Mehdi; SARGOLZAEI JAVAN MORTEZA; Arianyan Ehsan

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2018 | Issue:4

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Title

A SURVEY ON DATA ANONYMIZATION TECHNIQUES AND CHALLENGES FOR BIG DATA

Author(s)

Hasaninasab Mehdi | SARGOLZAEI JAVAN MORTEZA | Arianyan Ehsan

Keywords

ANONYMIZATION

PSUDONYMIZATION

DE-IDENTIFICATION

PRIVACY

Abstract

RECENTLY BIG DATA ATTRACT THE RESEARCHE'S INTEREST AS A HIGH VOLUME, GENERATED VARIOUS SOURCES AND HIGH RATES GENERATED DATA. PRIVACY IS ONE OF THE MAIN ISSUES IN BIG DATA. ANONYMIZATIN IS KNOWN AS A SUITABLE SOLUTION FOR THIS PROBLEM. IN THIS PAPER THE POPULAR ANONYMIZATION TECHNIQUES ARE DESCRIBES. THESE TECHNIQUES ARE DIFFERENTS IN COMPUTATIONAL COMPLEXITY, PROCESSING TIME, AND RE-IDENTIFICATION RISK. SO IT IS EXPECTED THAT USING THIS TECHNIQUES IN BIG DATA HAVING SOME CHALLENGES. IN THIS REVIEW THESE CHALLENGES ARE ALSO DESCRIBED AND SOME OF THE MAIN RESEARCH DIRECTION FOR FUTURE WORK IS MENTIONED.

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APA: Copy

Hasaninasab, Mehdi, SARGOLZAEI JAVAN, MORTEZA, & Arianyan, Ehsan. (2018). A SURVEY ON DATA ANONYMIZATION TECHNIQUES AND CHALLENGES FOR BIG DATA. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/948854/en

Vancouver: Copy

Hasaninasab Mehdi, SARGOLZAEI JAVAN MORTEZA, Arianyan Ehsan. A SURVEY ON DATA ANONYMIZATION TECHNIQUES AND CHALLENGES FOR BIG DATA. 2018. Available from: https://sid.ir/paper/948854/en

IEEE: Copy

Mehdi Hasaninasab, MORTEZA SARGOLZAEI JAVAN, and Ehsan Arianyan, “A SURVEY ON DATA ANONYMIZATION TECHNIQUES AND CHALLENGES FOR BIG DATA,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2018, [Online]. Available: https://sid.ir/paper/948854/en

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