Differential privacy is a strong privacy guarantee that enables privacy of sensitive data stored in a database by determining the ratio of sensitive information leakage with respect to an e parameter. In this study, our aim is to investigate the classification performance of the state-of-th...
Finally, we use BGN cryptosystem to encrypt and hide the sensitive datasets, and complete the homomorphic operation over the ciphertexts to perform the ... M Zhang,ZA Li,P Zhang - 《Computer Standards & Interfaces》 被引量: 0发表: 2023年 Blockchain-Based Privacy-Preserving Approach Using SVML...
Finally, the released reconstructed database to the analysts reveals only non-sensitive classification rules. Empirical studies proved that the proposed algorithm preserves the privacy effectively. In addition to that utility of the classification model on the reconstructed database was also be preserved....
Thanks to this classification, reads can be aligned, stored, and later accessed, using different security levels. We then extend a recent filter, which detects the reads that carry sensitive information, to classify reads into sensitivity levels. Finally, based on a review of the existing ...
However, we are still able to ensure that nothing about the sensitive data beyond the desired frequencies is revealed to the data miner. To illustrate the power of our approach, we use our frequency mining computation to obtain a privacy- preserving naive Bayes classifler learning algorithm. ...
Direct discrimination exists in the situations when decisions are taken on the basis of the sensitive attributes. Indirect discrimination exists in the situations when decisions are taken on the basis of the non-sensitive attributes that are strongly correlated with the biased sensitive attributes. 展开...
Limit the use of my sensitive personal information (if applicable) Other: By clicking "Affirm & Submit" you affirm the information above is accurate and acknowledge that we may need to verify your identity and your state of residence to determine if we can fulfill your request. Option 2:...
Returns whether this MediaRecorder is marked as privacy sensitive or not with regard to audio capture. -or- Indicates that this capture request is privacy sensitive and that any concurrent capture is not permitted.
Personal information includes basic personal data and sensitive personal data.Some of the personal information that we collect may comprise “sensitive personal data”. This refers to personal data that is associated with your privacy that, when violated, will directly affect your legitimate rights and...
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