Concepedia

Outlier-eliminated k-means clustering algorithm based on differential privacy preservation

Qingying Yu, Yonglong Luo, Chuanming Chen, Xintao Ding

Applied Intelligence · 2016 · 47 citations · 26 references

Concepts

ComputingComputer ScienceData ScienceComputer SecurityData MiningMachine LearningData AnonymizationData De-identificationData PrivacyData ProtectionDifferential PrivacyPrivacy-preserving AnalyticsDifferentially Private Machine LearningK-anonymityPrivacy PreservationPrivacy-preserving Data AnalysisPrivacy-preserving Data Mining

References

26

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2002 · 8.5K citations

Computing, Computer Science, Data Science +17

<i>L</i> -diversity

Ashwin Machanavajjhala, Daniel Kifer, Johannes Gehrke et al. · ACM Transactions on Knowledge Discovery from Data · 2007 · 3.6K citations

Computing, Computer Science, Data Science +16

Privacy-preserving data mining

Rakesh Agrawal, Ramakrishnan Srikant · ACM SIGMOD Record · 2000 · 3K citations

Computing, Computer Science, Data Science +15

Distance-based outliers: algorithms and applications

Edwin M. Knorr, Raymond T. Ng, Vladimir Tucakov · The VLDB Journal · 2000 · 1.2K citations

Computing, Computer Science, Data Mining +11

Smooth sensitivity and sampling in private data analysis

Kobbi Nissim, Sofya Raskhodnikova, Adam Smith · 2007 · 1K citations

Computing, Computer Science, Data Science +13