Multi-target backdoor attacks for code pre-trained models

• Main Authors: LI, Yanzhou, LIU, Shangqing, CHEN, Kangjie, XIE, Xiaofei, ZHANG, Tianwei, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8238; https://ink.library.smu.edu.sg/context/sis_research/article/9241/viewcontent/Continual_normalization_Rethinking_batch_normalization_for_online_continual_learning.pdf
• Institution: Singapore Management University

Backdoor attacks for neural code models have gained considerable attention due to the advancement of code intelligence. However, most existing works insert triggers into task-specific data for code-related downstream tasks, thereby limiting the scope of attacks. Moreover, the majority of attacks for...