Demo: Split Computing-Based Privacy-Preserving Image Classification and Object Detection.
Takayuki NishioKojin YoritaShoki OhtaKota MaejimaKanare KoderaYutaro HorikawaKozo FukuiPublished in: CCNC (2024)
Keyphrases
- privacy preserving
- image classification
- object detection
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- secure multiparty computation
- feature extraction
- data privacy
- visual words
- private information
- privacy concerns
- sensitive information
- object categories
- privacy protection
- horizontally partitioned
- image representation
- data perturbation
- sensitive data
- bag of words
- differential privacy
- private data
- privacy requirements
- preserving privacy
- image features
- partitioned data
- privacy preserving association rule mining
- privacy guarantees
- privacy issues
- record linkage
- sparse representation
- data mining algorithms
- naive bayesian classification
- privacy sensitive
- horizontally partitioned data