Papers citing 'Poison Attack and Defense on Deep Source Code Processing Models'

Title
Signature in Code Backdoor Detection, how far are we? Quoc Hung Le Thanh Le-Cong Bach Le Bowen Xu AAML 68 0 0 15 Oct 2025
MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Muntasir Wahed Xiaona Zhou Kiet A. Nguyen Tianjiao Yu Nirav Diwan Gang Wang Dilek Hakkani-Tür Ismini Lourentzou AAML 113 1 0 25 Jul 2025
PDLRecover: Privacy-preserving Decentralized Model Recovery with Machine Unlearning Xiangman Li Xiaodong Wu Jianbing Ni Mohamed Mahmoud Maazen Alsabaan AAML 151 0 0 18 Jun 2025
A Systematic Review of Poisoning Attacks Against Large Language Models Neil Fendley Edward W. Staley Joshua Carney William Redman Marie Chau Nathan G. Drenkow AAML PILM 187 5 0 06 Jun 2025
FDI: Attack Neural Code Generation Systems through User Feedback ChannelInternational Symposium on Software Testing and Analysis (ISSTA), 2024 Zhensu Sun Xiaoning Du Xiapu Luo Fu Song David Lo Li Li AAML 151 3 0 08 Aug 2024
Poisoning Programs by Un-Repairing Code: Security Concerns of AI-generated Code Cristina Improta SILM AAML 199 15 0 11 Mar 2024
PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models Simin Chen Xiaoning Feng Xiao Han Cong Liu Wei Yang 162 11 0 28 Jan 2024
Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code ModelsIEEE Transactions on Software Engineering (TSE), 2023 Zhou Yang Zhipeng Zhao Chenyu Wang Jieke Shi Dongsum Kim Donggyun Han David Lo SILM AAML MIACV 241 20 0 02 Oct 2023
Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning AttacksIEEE International Conference on Program Comprehension (ICPC), 2023 Domenico Cotroneo Cristina Improta Pietro Liguori R. Natella SILM 335 52 0 04 Aug 2023
Multi-target Backdoor Attacks for Code Pre-trained ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yanzhou Li Shangqing Liu Kangjie Chen Xiaofei Xie Tianwei Zhang Yang Liu AAML SILM 192 32 0 14 Jun 2023
CodeEditor: Learning to Edit Source Code with Pre-trained ModelsACM Transactions on Software Engineering and Methodology (TOSEM), 2022 Jia Li Ge Li Zhuo Li Zhi Jin Xing Hu Kechi Zhang Zhiyi Fu KELM 219 34 0 31 Oct 2022