学习资源

隐私相关会议统计(按领域分类)

数据库领域














  • 差分隐私论文列表(按领域分类)

    数据库领域
  • PrivTree A Differentially Private Algorithm for Hierarchical Decompositions [SIGMOD2016]
  • PrivateClean Data Cleaning and Differential Privacy [SIGMOD2016]
  • Publishing Graph Degree Distribution with Node Differential Privacy [SIGMOD2016]
  • Publishing attributed social graphs with formal privacy guarantees [SIGMOD2016]
  • Principled evaluation of differentially private algorithms using DPBench [SIGMOD2016]
  • Exploring Privacy-Accuracy Tradeoffs using DPComp [SIGMOD2016]
  • Shortest Paths and Distances with Differential Privacy [PODS2016]
  • Locating a Small Cluster Privately [PODS2016]
  • Design of Policy-Aware Differentially Private Algorithms [VLDB2016]
  • Practical Private Shortest Path Computation Based on Oblivious Storage [ICDE2016]
  • Differentially Private Frequent Subgraph Mining [ICDE2016]
  • Private Spatial Data Aggregation in the Local Setting [ICDE2016]
  • Differentially Private Multi-Party High-Dimensional Data Publishing [ICDE2016]
  • Differentially Private Frequent Itemset Mining via Transaction Splitting [ICDE2016]
  • Private Release of Graph Statistics using Ladder Functions [SIGMOD2015]
  • Bayesian Differential Privacy on Correlated Data [SIGMOD2015]
  • Understanding Hierarchical Methods for Differentially Private Histograms [VLDB2013]