CoSec: On-the-Fly Security Hardening of Code LLMs via Supervised Co-decoding

Author:

Li Dong1ORCID,Yan Meng1ORCID,Zhang Yaosheng1ORCID,Liu Zhongxin2ORCID,Liu Chao1ORCID,Zhang Xiaohong1ORCID,Chen Ting3ORCID,Lo David4ORCID

Affiliation:

1. Chongqing University, Chongqing, China

2. Zhejiang University, Hangzhou, China

3. University of Electronic Science and Technology of China, Chengdu, China

4. Singapore Management University, Singapore, Singapore

Funder

National Natural Science Foundation of China

Chongqing Technology Innovation and Application Development Project

Fundamental Research Funds for the Central Universities

Publisher

ACM

Reference51 articles.

1. ZHIPU AI. 2024. Powerful AI Assistant for developers. https://codegeex.cn/en-US

2. Amazon. 2022. Amazon Codewhisperer. https://aws.amazon.com/cn/codewhisperer/

3. Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman Christine McLeavey Jerry Tworek and Mark Chen. 2022. Efficient training of language models to fill in the middle. arXiv preprint arXiv:2207.14255.

4. CVEfixes: automated collection of vulnerabilities and their fixes from open-source software

5. Language Models are Few-Shot Learners;Brown Tom;Advances in Neural Information Processing Systems. 33, Curran Associates, Inc.,2020

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