Empirical tests show compressed code language models retain task performance but suffer markedly lower robustness under four standard adversarial attacks.
Queen’s School of computing TR 541(115), 64–68 (2007) 8Replication-packages 9https://app.grammarly.com/ 10https://chat.openai.com/ 27
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Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code
Empirical tests show compressed code language models retain task performance but suffer markedly lower robustness under four standard adversarial attacks.