Jinbo Xiong

TL;DR: A privacy and availability data clustering (PADC) scheme based on a differential privacy algorithm and differential privacy, which enhances the selection of the initial center points and the distance calculation method from other points to center point, and attempts to reduce the outlier effect through detecting outliers during the clustering process.

TL;DR: A personalized privacy protection (PERIO) framework based on game theory and data encryption, which is then combined with game theory to construct a rational uploading strategy and a privacy-preserving data aggregation scheme to ensure data confidentiality, integrity, and real-timeness.

TL;DR: This paper briefly introduces the four types of attacks and privacy-preserving techniques in DL, and summarizes the attack and defense methods associated with DL privacy and security in recent years.

TL;DR: The proposed MAACS (Multi-Authority Access Control System), a novel multi-authority attribute-based data access control system for cloud storage, is proposed and an efficient attribute-level user revocation approach with less computation cost is designed.

TL;DR: This work uses the additive secret sharing technique to encrypt raw data into two ciphertexts and construct two classes of secure functions, which are then used to implement a privacy-preserving convolutional neural network (P-CNN).