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Adversarial Feature Selection Against Evasion Attacks [PDF]

open access: yesIEEE Transactions on Cybernetics, 2016
Pattern recognition and machine learning techniques have been increasingly adopted in adversarial settings such as spam, intrusion and malware detection, although their security against well-crafted attacks that aim to evade detection by manipulating data at test time has not yet been thoroughly assessed.
Battista Biggio   +2 more
exaly   +6 more sources

Evasion Attack in Show and Tell Model

2020 22nd International Conference on Advanced Communication Technology (ICACT), 2020
Recently, deep learning technology has been applied to various fields with high performance and various services. Image recognition is also used in various fields with high performance by incorporating deep learning technology. However, deep learning technology is vulnerable to evasion attacks that cause the model to be misclassified by modulating the ...
Dongseop Lee   +2 more
openaire   +2 more sources

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