Privacy-preserving Online AutoML for Domain-Specific Face Detection.
Chenqian YanYuge ZhangQuanlu ZhangYaming YangXinyang JiangYuqing YangBaoyuan WangPublished in: CVPR (2022)
Keyphrases
- face detection
- privacy preserving
- object detection
- detection rate
- privacy preserving data mining
- detection accuracy
- vertically partitioned data
- human faces
- privacy preservation
- detection method
- skin color
- face recognition
- computer vision
- data privacy
- multi party
- facial features
- face detector
- private information
- real time face detection
- face detection and recognition
- adaboost algorithm
- privacy concerns
- human face detection
- preserving privacy
- sensitive information
- differential privacy
- private data
- eye detection
- detecting faces
- face detection and tracking
- secure multiparty computation
- privacy issues
- complex background
- boosted classifiers
- scalar product
- privacy preserving association rule mining
- horizontally partitioned data
- sensitive data
- privacy protection
- database
- face tracking
- decision trees
- robust face detection