A Relaxed Optimization Approach for Adversarial Attacks against Neural Machine Translation Models

no code implementations • 14 Jun 2023 • Sahar Sadrizadeh, Clément Barbier, Ljiljana Dolamic, Pascal Frossard

First, we propose an optimization problem to generate adversarial examples that are semantically similar to the original sentences but destroy the translation generated by the target NMT model.

Adversarial Attack Machine Translation +4