Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks

Piotr Gaiński, Klaudia Bałazy

We propose a novel gradient-based attack against transformer-based language models that searches for an adversarial example in a continuous space of token probabilities. Our algori…