Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples

9 Sep 2020 Jin Yong Yoo John X. Morris Eli Lifland Yanjun Qi

We study the behavior of several black-box search algorithms used for generating adversarial examples for natural language processing (NLP) tasks. We perform a fine-grained analysis of three elements relevant to search: search algorithm, search space, and search budget... (read more)

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