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Alexander E. I. Brownlee

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Jun 2026

Vulnerability of Natural Language Classifiers to Evolutionary Generated Adversarial Text

GAversary is proposed, a hybrid Genetic Algorithm to generate adversarial attacks on natural language models by using GloVe embeddings to propose word replacements (the mutation operator) to improve the semantic similarity of the adversarial examples.

Manjinder Singh, Alexander E. I. Brownlee, M. El-awady · 0 citations