Empirical Investigation of Adversarial Attacks for Semi-Supervised Object Detection.
Junhyung JoJoongsu KimYoung-Joo SuhPublished in: ICAIIC (2024)
Keyphrases
- object detection
- semi supervised
- semi supervised learning
- unlabeled data
- computer vision
- countermeasures
- supervised learning
- unsupervised learning
- pairwise
- face detection
- object recognition
- labeled data
- semi supervised classification
- object categories
- multi view
- scene understanding
- malicious attacks
- multi class
- pedestrian detection
- active learning
- object class
- weakly supervised
- object classification
- background subtraction
- scene recognition
- semi supervised clustering
- traffic analysis
- denial of service attacks
- malicious users
- co training
- security mechanisms
- pairwise constraints
- watermarking technique
- security protocols
- dos attacks
- constrained clustering
- security risks
- clustering method
- deformable part models