GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision Systems.
Ryan FengNeal MangaokarJiefeng ChenEarlence FernandesSomesh JhaAtul PrakashPublished in: EuroS&P (2022)
Keyphrases
- computer vision systems
- machine learning
- test bed
- computer vision
- vision system
- vision algorithms
- information extraction
- semi automatic
- pattern recognition
- cognitive vision
- malicious attacks
- inductive learning
- machine learning methods
- machine learning algorithms
- learning algorithm
- fully automatic
- decision trees
- real time
- malicious users
- multi object tracking
- countermeasures
- data mining
- inductive logic programming
- learning problems
- text classification
- text mining
- machine learning approaches
- knowledge discovery
- support vector machine
- active learning
- data sets
- neural network
- real world
- watermarking algorithm
- digital images
- reinforcement learning
- object detection
- computer science
- knowledge acquisition
- artificial intelligence
- training examples