Iterative Generation of Adversarial Example for Deep Code Models

Deep code models are vulnerable to adversarial attacks, making it possible for semantically identical inputs to trigger different responses. Current black-box attack methods typically prioritize the impact of identifiers on the model based on custom importance scores or program context and increment...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Proceedings / International Conference on Software Engineering S. 2213 - 2224
Hauptverfasser:	Huang, Li, Sun, Weifeng, Yan, Meng
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 26.04.2025
Schlagworte:	Adversarial Example Bayes methods Closed box Codes Context modeling Deep Code Model Iterative Generation Iterative methods Optimization Robustness Software engineering Vectors
ISSN:	1558-1225
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!