… In order to protect the privacy of collaboration parameters, a random disturbance strategy is
… Privacy preserving and trustworthy federated learning model based on blokchain. Chinese …

… the taxonomy and current challenges on privacy-preserving recommendation methods,
and then summarize the privacy-preserving federated recommendation models from multiple …

… ’s edge layer,“mine-edge intelligence”needs to strengthen data fusion,information communication
and edge … Survey on data security and privacy-preserving for the research of edge …

… Security and energy-aware collaborative task offloading in D2D communication[J]. Future …
Privacy-preserving and trustworthy device- to- deviceḸD2Dḹ offloading scheme[J]. IEEE …

… 随机扰动(Perturbation)是指在原始数据中引入 噪声, 使得新数据与原始数据产生差异, 具有一定
随机性, 而不暴露原信息, 从而减少了隐私攻击的 可能性, 这可以在保持原始数据相关性和统计…

… This paper firstly summarizes the privacypreserving technology, … advances on big data
security and privacy preserving[J]. … perturbation: a hybrid approach for privacy-preserving …

… Supporting security and defense aspects of the large-scale information analysis has … ,
Lin, YS, Chou, SCT, Privacy-preserving data analytics in the cloud-based smart home with …

… that is based on vertical federal learning and addresses the theoretical and practical issues
with data security and … is influenced by training data imbalance, disturbances, and algorithm …

… and poor disturbance resistance of green power generation, a machine learning method is
… prediction value of wind and solar power based on their history data. Then in the cloud, the …

… Therefore, Study of privacy-preserving learning machines is becoming a key data mining
topic. … classification with rotation perturbation[C]// The 5th IEEE International Conference on …