Cloud Computing Security WorkshopE. Hesamifard, H. Takabi, M. Ghasemi, and C. Jones. Privacy-preserving machine learning in cloud. In Proceed- ings of the 2017 on Cloud Computing Security Workshop, CCSW '17, pages 39-43, New York, NY, USA, 2017. ACM.E. Hesamifard, H. Takabi,...
In this paper, we proposed PMLM, a scheme for privacy-preserving machine learning under multiple keys, which allows multiple data providers to outsource encrypted data sets to a cloud server for data storing and processing. In our work, the cloud server can add different statistical noises to ...
In view of the above issues, we propose a highly efficient federated learning with strong privacy preservation in cloud computing (HFWP). By designing a new encryption protocol to perform SMC, we define a simple privacy-preserving FL approach, which also allows some clients to dropout during the...
Multi-key privacy-preserving deep learning in cloud computing Machine learningFully homomorphic encryptionCloud computingDeep learning has attracted a lot of attention and has been applied successfully in many areas such ... L Ping,J Li,Z Huang,... - 《Future Generation Computer Systems》 被引量...
100.2023-Λ-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI随着生成式人工智能(AI)服务的蓬勃发展,这些技术所固有的计算需求经常需要基于云计算的计算卸载,特别是对…
Service Providers or Processors. In order to provide, communicate, market, analyze, and advertise our Services, we depend on service providers. These providers offer critical services such as providing cloud infrastructure, conducting analytics for the assessment of the speed, accuracy, and/or security...
Even though we have protections in place, we can't guarantee total safety, especially online, from intrusion by others and we can't promise your data is 100% invincible. If someone does get unauthorized access, and it affects data subjects, we'll let you know ASAP so you can take action...
An Application-Level Approach for Privacy-Preserving Virtual Machine Checkpointing Virtualization has been widely adopted in recent years in the cloud computing platform to improve server consolidation and reduce operating cost. Virtual M... Y Hu,T Li,Y Ping,... - IEEE Sixth International ...
Service Providers or Processors. In order to provide, communicate, market, analyze, and advertise our Services, we depend on service providers. These providers offer critical services such as providing cloud infrastructure, conducting analytics for the assessment of the speed, accuracy, and/or security...
Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data Especially in the Big Data era, the usage of different classification methods is increasing day by day. The success of these classification methods depends... Ferhat zgür atak - ...