通常output结果满足A类型的SQL为COUNT, SUM, or AVG 的aggregation functions。在这里COUNT的dp比较好计算,数据的sensitivity比较容易得到。求和也比较容易。AVG可以拆解成一个sum和一个count MIN 和 MAX function的差分隐私则比较困难,因为这个结果是基于一个element的,那么保证非常高的accuracy就会比较困难。
The best results were seen in pleural effusion with an AUC of 0.92 (0.885-0.955) and sensitivity and specificity of each 86.4%. The data also showed a significant influence of sex, age, and comorbidity on the level of agreement between gold standard and DL reading. About 40% of cases ...
Maintaining trust with a contributing public may require keeping some restrictions because of the sensitivity of data and the need to avoid clearly illicit or unethical data use. The open science community should, therefore, consider when completely unrestricted open access is desirable, and ...
Or is that data foreign? Sensitivity. Is the requested file crucial for the company? Or is it a relatively unimportant piece of information? Based on all of these factors, the system makes a decision. The user can either: Enter normally. The person uses a familiar system, such as a ...
Depending on the sensitivity of the data, researchers may want to establish data access committees that oversee the terms of access to cloud-stored data. Similarly, US-based research- ers might want CSPs to hold 'trusted partner' status before storing genomic or clinical data in the cloud, ...
Depending on the sensitivity of the data, researchers may want to establish data access committees that oversee the terms of access to cloud-stored data. Similarly, US-based research- ers might want CSPs to hold 'trusted partner' status before storing genomic or clinical d...
Development of children’s sensitivity to over-informativeness in learning and teaching. Dev. Psychol.54, 2113–2125 (2018). Article PubMed Google Scholar Sobel, D. M. & Letourneau, S. M. Children’s developing knowledge of and reflection about teaching. J. Exp. Child Psychol.143, 111–...
105 Population level data draws from large cohorts but has lower sensitivity around outcome measurement due to differing routine clinical practices. Thus, complimentary sources of long-term analysis of real-world data is crucial in order to fully assess the impact of medication exposure; this will ...
Making the most out of a hydrological model data set: Sensitivity analyses to open the model black-box In this work, we investigate methods for gaining greater insight from hydrological model runs conducted for uncertainty quantification and model differenti... E Borgonovo,X Lu,E Plischke,... ...
The use of data generated passively by personal electronic devices, such as smartphones, to measure human function in health and disease has generated significant research interest. Particularly in psychiatry, objective, continuous quantitation using pat