Instruction Tuning for Secure Code Generation

Instruction Tuning for Secure Code Generation

14 February 2024

Gabriela Krasnopolska

Martin Vechev

Papers citing "Instruction Tuning for Secure Code Generation"

13 / 13 papers shown

Title
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration HamidReza Imani Jiaxin Peng Peiman Mohseni Abdolah Amirany Tarek A. El-Ghazawi MoE 21 0 0 10 May 2025
Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning Yuan Jiang Yujian Zhang Liang Lu Christoph Treude Xiaohong Su Shan Huang Tiantian Wang ALM 56 0 0 12 Mar 2025
Transferable Foundation Models for Geometric Tasks on Point Cloud Representations: Geometric Neural Operators Blaine Quackenbush P. Atzberger 3DPC AI4CE 58 1 0 06 Mar 2025
CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation Jinjun Peng Leyi Cui Kele Huang Junfeng Yang Baishakhi Ray ELM 57 6 0 14 Jan 2025
HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data Hossein Hajipour Lea Schönherr Thorsten Holz Mario Fritz AAML SyDa 21 0 0 10 Sep 2024
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness Hung Le Yingbo Zhou Caiming Xiong Silvio Savarese Doyen Sahoo 43 2 0 23 Jun 2024
Exploiting LLM Quantization Kazuki Egashira Mark Vero Robin Staab Jingxuan He Martin Vechev MQ 19 11 0 28 May 2024
MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation Jianbo Dai Jianqiao Lu Yunlong Feng Rongju Ruan Ming Cheng Haochen Tan Zhijiang Guo ELM LRM 36 12 0 19 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 36 0 06 May 2024
Constrained Decoding for Secure Code Generation Yanjun Fu Ethan Baker Yu Ding Yizheng Chen AAML 23 8 0 30 Apr 2024
Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study Yujia Fu Peng Liang Amjed Tahir Zengyang Li Mojtaba Shahin Jiaxin Yu Jinfu Chen SILM 47 24 0 03 Oct 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021