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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

CPS-VO

privacy budget allocation

biblio

Visible to the public Improved differential privacy K-means clustering algorithm for privacy budget allocation

Submitted by grigby1 on Fri, 06/30/2023 - 3:46pm
  • resource management
  • privacy budget allocation
  • dataset dissimilarity
  • clustering set separation
  • clustering centroids
  • ADPK-means clustering
  • usability
  • Clustering algorithms
  • differential privacy
  • pubcrawl
  • Perturbation methods
  • composability
  • privacy
  • Scalability
  • Heuristic algorithms
  • Resiliency
  • resilience
  • Human behavior
biblio

Visible to the public APDPk-Means: A New Differential Privacy Clustering Algorithm Based on Arithmetic Progression Privacy Budget Allocation

Submitted by aekwall on Mon, 01/06/2020 - 10:36am
  • k-means algorithm
  • Sensitivity
  • security of data
  • Scalability
  • resource management
  • Resiliency
  • pubcrawl
  • privacy protection
  • privacy budgets
  • privacy budget allocation
  • privacy
  • pattern clustering
  • optimisation
  • network information security
  • network data mining
  • APDPk-means
  • iterative process
  • Iterative methods
  • Human behavior
  • differential privacy k-means
  • differential privacy clustering algorithm
  • differential privacy
  • Data protection
  • Data mining
  • data clustering
  • composability
  • Clustering algorithms
  • Big Data
  • arithmetic progression privacy budget allocation

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