Defending Against Repetitive-based Backdoor Attacks on Semi-supervised Learning through Lens of Rate-Distortion-Perception Trade-off.
Cheng-Yi LeeChing-Chia KaoCheng-Han YehChun-Shien LuChia-Mu YuChu-Song ChenPublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- rate distortion
- ddos attacks
- bit rate
- semi supervised
- video coding
- unlabeled data
- labeled data
- motion estimation
- supervised learning
- rate control
- unsupervised learning
- machine learning
- computational complexity
- training data
- macroblock
- distributed video coding
- active learning
- bitstream
- human perception
- watermarking scheme
- image quality
- image data
- subband
- multimedia