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Virual Oral Question and Answer
IEEE/ICACT20230212 Question.3
Questioner: lp_saikia@yahoo.co.in    2023-02-16 ¿ÀÈÄ 8:41:40 		IEEE/ICACT20230212 Answer.3
Answer by Auhor 48838968@qq.com   2023-02-16 ¿ÀÈÄ 8:41:40
What are the limitations of your work? In this paper, only a single sensitive attribute in the dataset is selected during the experiment. When the dataset contains high-dimensional sensitive attributes, the efficiency and availability of the algorithm may be insufficient. Moreover, the biggest challenge of integrating the differential privacy mechanism is the balance between privacy and availability. How to reduce noise while maintaining the privacy of the result data, adjust the data privacy method based on the trade-off between utility and privacy, and create indicators to evaluate and measure the quality of model information loss and privacy protection is a challenge for future research.

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