RNN-Test: Towards adversarial testing for recurrent neural network systems

Abstract

A general-purpose adversarial testing framework for seq2seq tasks in RNN systems, demonstrated its effectiveness over various tasks including language model, spell checker, speech recognition and image classification.

Publication
In IEEE Transactions on Software Engineering
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Jianmin Guo
Jianmin Guo
Senior Research Engineer

My research interests are AI & LLM security, adversarial robustness, safety assessment, deep learning testing, etc.

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