Cerberus: Privacy-Preserving Crowd Counting and Localisation using Face Detection in Edge Devices.
Justas BrazauskasChris JensenMatthew DanishIan LewisRichard MortierPublished in: EdgeSys@EuroSys (2024)
Keyphrases
- face detection
- privacy preserving
- object detection
- detection accuracy
- detection method
- human faces
- detection rate
- vertically partitioned data
- privacy preserving data mining
- privacy preservation
- skin color
- computer vision
- eye detection
- face recognition
- face detection and recognition
- sensitive information
- privacy sensitive
- private information
- edge information
- human face detection
- secure multiparty computation
- data privacy
- sensitive data
- facial features
- face detector
- face tracking
- real time face detection
- scalar product
- mobile devices
- privacy protection
- detecting faces
- differential privacy
- privacy preserving association rule mining
- horizontally partitioned data
- database
- adaboost algorithm
- complex background
- privacy concerns