Empirical tests show compressed code language models retain task performance but suffer markedly lower robustness under four standard adversarial attacks.
Cast report Charette RN (1989) Software engineering, risk analysis and management Intertext publications (2012)
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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.