K-Anonymity Sweeny came up with a formal protection model named k-anonymity What is K-Anonymity? If the information for each person contained in the release cannot be distinguished from at least k-1 individuals whose information also appears in the release. …

Generally, privacy protection is highly concerning in any personal-data-related services and applications. k-anonymity is a common metric to evaluate the effectiveness of privacy preservation [19 Big data privacy: a technological perspective and review Nov 26, 2016 k-anonymity and SQL Server – Information with Insight Jan 09, 2017 Protecting Privacy Using k-Anonymity | Journal of the A hypothetical example of the three databases assumed in the k-anonymity privacy model under the journalist re-identification scenario. The intruder performs the matching while the data custodian performs the 2-anonymization. An intruder gets hold of an …

database without compromising K-Anonymity individual privacy?

In our privacy-preserving framework, we adopt (a, k)-anonymity as privacy-preserving model for D2D big data and use the distributed MapReduce to classify and group data for massive datasets. The results of experiments and theoretical analysis show that our privacy-preserving algorithm deployed on MapReduce is effective for D2D big data privacy Internet of Things: k-anonymity - YouTube

Comparing K-Anonymity and ε-Differential Privacy

Nov 26, 2016 k-anonymity and SQL Server – Information with Insight Jan 09, 2017 Protecting Privacy Using k-Anonymity | Journal of the A hypothetical example of the three databases assumed in the k-anonymity privacy model under the journalist re-identification scenario. The intruder performs the matching while the data custodian performs the 2-anonymization. An intruder gets hold of an … Validating Leaked Passwords with k-Anonymity Feb 21, 2018