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Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error.
Celia Cintas
Skyler Speakman
Victor Akinwande
William Ogallo
Komminist Weldemariam
Srihari Sridharan
Edward McFowland
Published in:
IJCAI (2020)
Keyphrases
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reconstruction error
sparse representation
sparse coding
singular value decomposition
filter bank
subband
reconstructed image
objective function
classification error
frequency domain
image processing
object detection
linear combination
superpixels