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Adversarial Text

3 papers with code · Adversarial

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Generative Adversarial Text to Image Synthesis

17 May 2016hanzhanggit/StackGAN

Automatic synthesis of realistic images from text would be interesting and useful, but current AI systems are still far from this goal.

ADVERSARIAL TEXT TEXT-TO-IMAGE GENERATION

Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers

13 Jan 2018QData/deepWordBug

Although various techniques have been proposed to generate adversarial samples for white-box attacks on text, little attention has been paid to black-box attacks, which are more realistic scenarios.

ADVERSARIAL TEXT SENTIMENT ANALYSIS TEXT CLASSIFICATION

DANCin SEQ2SEQ: Fooling Text Classifiers with Adversarial Text Example Generation

14 Dec 2017CatherineWong/dancin_seq2seq

In this work, we introduce DANCin SEQ2SEQ, a GAN-inspired algorithm for adversarial text example generation targeting largely black-box text classifiers.

ADVERSARIAL TEXT