GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing.
Zhongkai HaoChengyang YingYinpeng DongHang SuJian SongJun ZhuPublished in: ICML (2022)
Keyphrases
- semantic content
- semantic annotation
- natural language
- image transformations
- domain specific
- semantic information
- domain independent
- image filtering
- high level
- semantic level
- preprocessing step
- semantic analysis
- smoothing methods
- semantically meaningful
- semantically equivalent
- smoothing algorithm
- information retrieval
- semantic representation
- semantic knowledge
- semantic relationships
- semantic concepts
- semantic similarity
- computational efficiency
- semantic web
- image processing