Exploring Security Vulnerabilities of Deep Learning Models by Adversarial Attacks

Table 7

A generated adversarial example by the VSWR algorithm (Yelp review dataset).

	Original text	Adversarial example
Text	i went here for the lunch buffet and was blown away! not the greatest location, i was a little weary at first. but, i was proven wrong because the food was out of this world. i have been to numerous thai places around the valley and this is by far the best!	i went here for the lunch buffet and was blown away! not the greatest location, i was a little weary at first. but, i was proven wrong because the food was out of this world. i have been to numerous thai places around the valley and this is by far the Rest!
Label	Positive	Negative