Defensive Approximation: Enhancing CNNs Security through Approximate Computing.
Amira GuesmiIhsen AlouaniKhaled N. KhasawnehMouna BakloutiTarek FrikhaMohamed AbidNael B. Abu-GhazalehPublished in: CoRR (2020)
Keyphrases
- efficient computation
- exact computation
- cellular neural networks
- security requirements
- network security
- sufficient statistics
- quality guarantees
- access control
- numerical integration
- security threats
- computer security
- lagrange interpolation
- information assurance
- efficiently computing
- approximation methods
- neural network
- queueing networks
- security issues
- security policies
- error bounds
- graphical models