Squint Hard Enough: Attacking Perceptual Hashing with Adversarial Machine Learning.
Jonathan ProkosNeil FendleyMatthew GreenRoei SchusterEran TromerTushar M. JoisYinzhi CaoPublished in: USENIX Security Symposium (2023)
Keyphrases
- machine learning
- learning algorithm
- pattern recognition
- machine learning methods
- computer vision
- text mining
- information extraction
- knowledge acquisition
- machine learning algorithms
- data structure
- human perception
- learning problems
- decision trees
- text classification
- supervised machine learning
- data mining
- hash functions
- explanation based learning
- computer science
- order preserving
- file organization
- knowledge discovery
- low level
- linear hashing
- genetic algorithm
- nearest neighbor search
- video copy detection
- inductive learning
- human visual system
- learning tasks
- similarity search
- model selection
- computational intelligence
- multi agent
- natural language processing
- active learning