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National Science Foundation

Cyber-Physical Systems Virtual Organization

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

CPS-VO

anomalous rating profiles

biblio

Visible to the public Detection of Hurriedly Created Abnormal Profiles in Recommender Systems

Submitted by grigby1 on Tue, 10/15/2019 - 2:41pm
  • profile injection attacks
  • user-item rating matrix
  • user rating behavior
  • system ratings
  • synthetic coordinates
  • spurious profiles
  • specific ratings
  • specific items
  • security of data
  • Scalability
  • Resiliency
  • resilience
  • recommender systems
  • random ratings
  • Random Forest
  • pubcrawl
  • anomalous rating profiles
  • pattern clustering
  • Outliers
  • learning (artificial intelligence)
  • Labeling
  • k-means clustering
  • information filtering
  • hurriedly created abnormal profiles
  • Human Factors
  • Hidden Markov models
  • gaussian distribution
  • feature extraction
  • dimensionality reduction
  • clustering methods
  • attackers

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