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Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing.
Jinyuan Jia
Xiaoyu Cao
Binghui Wang
Neil Zhenqiang Gong
Published in:
ICLR (2020)
Keyphrases
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query processing
high robustness
computational efficiency
real time
neural network
information systems
bayesian networks
edge detection
scoring function
image smoothing
smoothing algorithm
nonparametric regression
privacy preserving association rule mining