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Intriguing properties of neural networks

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cs.CR 1

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2025 1

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representative citing papers

Adversarial Text Generation with Dynamic Contextual Perturbation

cs.CR · 2025-06-10 · reject · novelty 4.0

An NLP attack that swaps gradient-important words with synonyms while minimizing BERT embedding distance is reported to beat PWWS and BERT-Attack on accuracy drop, perturbation rate, and queries, but the paper gives no code or full setup.

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  • Adversarial Text Generation with Dynamic Contextual Perturbation cs.CR · 2025-06-10 · reject · none · ref 1

    An NLP attack that swaps gradient-important words with synonyms while minimizing BERT embedding distance is reported to beat PWWS and BERT-Attack on accuracy drop, perturbation rate, and queries, but the paper gives no code or full setup.