Results 51 to 60 of about 1,822,892 (288)
Survey on differential privacy and its progress
Tongxin xuebao, 2017 With the arrival of the era of big data sharing,data privacy protection issues will be highlighted.Since its introduction in 2006,differential privacy technology has been widely researched in data mining and data publishing.In recent years,Google,Apple ...
Zhi-qiang GAO, Yu-tao WANG
doaj +2 more sources
Property Testing For Differential Privacy [PDF]
2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2018 Allerton ...
Anna C. Gilbert, Audra McMillan
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Therapeutic Apheresis and Dialysis, EarlyView.ABSTRACT Background Patients with chronic kidney disease undergoing hemodialysis commonly experience reduced physical function, fatigue, poor sleep quality, and impaired health‐related quality of life. Intradialytic exercise has been proposed as a non‐pharmacological strategy to improve these outcomes.
Klebson da Silva Almeida +6 more
wiley +1 more source
A multimodal differential privacy framework based on fusion representation learning
, 2022 Differential privacy mechanisms vary in modalities, and there have been many methods implementing differential privacy on unimodal data. Few studies focus on unifying them to protect multimodal data, though privacy protection of multimodal data is of ...
Chaoxin Cai +5 more
core +1 more source
Hierarchical Aggregation for Numerical Data under Local Differential Privacy
Sensors, 2023 The proposal of local differential privacy solves the problem that the data collector must be trusted in centralized differential privacy models. The statistical analysis of numerical data under local differential privacy has been widely studied by many ...
Mingchao Hao, Wanqing Wu, Yuan Wan
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Differential Privacy in Practice
Journal of Computing Science and Engineering, 2013 We briefly review the problem of statistical disclosure control under differential privacy model, which entails a formal and ad omnia privacy guarantee separating the utility of the database and the risk due to individual participation. It has born fruitful results over the past ten years, both in theoretical connections to other fields and in ...
Huu HiepNguyen, Kim, J, Yoonho Kim
openaire +4 more sources
Age-Dependent Differential Privacy
IEEE Transactions on Information Theory, 2022 The proliferation of real-time applications has motivated extensive research on analyzing and optimizing data freshness in the context of age of information. However, classical frameworks of privacy (e.g., differential privacy (DP)) have overlooked the impact of data freshness on privacy guarantees, and hence may lead to unnecessary accuracy loss when ...
Meng Zhang 0013 +3 more
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Continual Learning with Differential Privacy [PDF]
, 2021 The paper will appear at ...
Pradnya Desai +3 more
openaire +3 more sources
Therapeutic Apheresis and Dialysis, EarlyView.ABSTRACT Background Maintenance hemodialysis (MHD) patients frequently suffer from frailty, characterized by reduced physical function and poor prognosis. Myokines, such as myonectin, secreted by muscle, are emerging regulators of systemic health. This study investigated the relationship between serum myonectin, adipokines (adiponectin, omentin), and ...
Kenichi Kono +7 more
wiley +1 more source
Differential privacy in collaborative filtering recommender systems: a review
Frontiers in Big Data, 2023 State-of-the-art recommender systems produce high-quality recommendations to support users in finding relevant content. However, through the utilization of users' data for generating recommendations, recommender systems threaten users' privacy.
Peter Müllner +6 more
doaj +1 more source