Defending Code Language Models against Backdoor Attacks with Deceptive Cross-Entropy Loss

12 July 2024

Papers citing "Defending Code Language Models against Backdoor Attacks with Deceptive Cross-Entropy Loss"

8 / 8 papers shown

Title
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining Zongru Wu Pengzhou Cheng Lingyong Fang Zhuosheng Zhang Gongshen Liu AAML SILM 78 0 0 03 Dec 2024
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review Pengzhou Cheng Zongru Wu Wei Du Haodong Zhao Wei Lu Gongshen Liu SILM AAML 31 17 0 12 Sep 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 189 799 0 02 May 2023
ICE-Score: Instructing Large Language Models to Evaluate Code Terry Yue Zhuo ELM ALM 41 38 0 27 Apr 2023
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 55 48 0 24 May 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 238 1,489 0 02 Sep 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 201 853 0 09 Feb 2021
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Chuanshuai Chen Jiazhu Dai SILM 55 126 0 11 Jul 2020