Poison Attack and Defense on Deep Source Code Processing Models

Poison Attack and Defense on Deep Source Code Processing Models

31 October 2022

Huangzhao Zhang

Xin Xia

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

11 / 11 papers shown

Title
FDI: Attack Neural Code Generation Systems through User Feedback Channel Zhensu Sun Xiaoning Du Xiapu Luo Fu Song David Lo Li Li AAML 33 3 0 08 Aug 2024
Poisoning Programs by Un-Repairing Code: Security Concerns of AI-generated Code Cristina Improta SILM AAML 18 9 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 44 3 0 28 Jan 2024
Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code Models Zhou Yang Zhipeng Zhao Chenyu Wang Jieke Shi Dongsum Kim Donggyun Han David Lo SILM AAML MIACV 36 12 0 02 Oct 2023
Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks Domenico Cotroneo Cristina Improta Pietro Liguori R. Natella SILM 33 22 0 04 Aug 2023
Multi-target Backdoor Attacks for Code Pre-trained Models Yanzhou Li Shangqing Liu Kangjie Chen Xiaofei Xie Tianwei Zhang Yang Liu AAML SILM 22 23 0 14 Jun 2023
CodeEditor: Learning to Edit Source Code with Pre-trained Models Jia Li Ge Li Zhuo Li Zhi Jin Xing Hu Kechi Zhang Zhiyi Fu KELM 13 23 0 31 Oct 2022
CURE: Code-Aware Neural Machine Translation for Automatic Program Repair Nan Jiang Thibaud Lutellier Lin Tan NAI 155 233 0 26 Feb 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 201 1,109 0 09 Feb 2021
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Chuanshuai Chen Jiazhu Dai SILM 55 125 0 11 Jul 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014