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"

11 / 11 papers shown

Title
Transferable Foundation Models for Geometric Tasks on Point Cloud Representations: Geometric Neural Operators Blaine Quackenbush P. Atzberger 3DPC AI4CE 100 2 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 74 9 0 14 Jan 2025
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 84 125 0 14 Aug 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 55 664 0 14 Jun 2023
How Secure is Code Generated by ChatGPT? R. Khoury Anderson R. Avila Jacob Brunelle Baba Mamadou Camara SILM 58 102 0 19 Apr 2023
Large Language Models for Code: Security Hardening and Adversarial Testing Jingxuan He Martin Vechev ELM AAML 40 113 0 10 Feb 2023
Constitutional AI: Harmlessness from AI Feedback Yuntao Bai Saurav Kadavath Sandipan Kundu Amanda Askell John Kernion ... Dario Amodei Nicholas Joseph Sam McCandlish Tom B. Brown Jared Kaplan SyDa MoMe 138 1,552 0 15 Dec 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 41 1,337 0 08 Feb 2022
VUDENC: Vulnerability Detection with Deep Learning on a Natural Codebase for Python Laura Wartschinski Yannic Noller Thomas Vogel Timo Kehrer L. Grunske 19 83 0 20 Jan 2022
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 68 1,846 0 16 Aug 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 142 4,167 0 01 Jan 2021