NoPeek-Infer: Preventing face reconstruction attacks in distributed inference after on-premise training.
Praneeth VepakommaAbhishek SinghEmily ZhangOtkrist GuptaRamesh RaskarPublished in: FG (2021)
Keyphrases
- structured prediction
- distributed systems
- distributed environment
- three dimensional
- image reconstruction
- probabilistic inference
- computer networks
- training samples
- peer to peer
- face images
- training phase
- training set
- countermeasures
- cooperative
- mobile agents
- data sets
- human faces
- neural network
- bayesian inference
- security protocols
- belief networks
- malicious attacks
- facial images
- facial features
- training examples
- lightweight
- principal component analysis
- digital images
- artificial neural networks
- multi agent
- computer vision