LLM-Powered Code Vulnerability Repair with Reinforcement Learning and
Semantic Reward

LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward

7 January 2024

Nafis Tanveer Islam

Joseph Khoury

Andrew Seong

Mohammad Bahrami Karkevandi

Peyman Najafirad

Papers citing "LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward"

6 / 6 papers shown

Title
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 68 0 0 12 May 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 52 1 0 07 Apr 2025
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 42 36 0 06 May 2024
A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification Norbert Tihanyi Ridhi Jain Yiannis Charalambous M. Ferrag Youcheng Sun Lucas C. Cordeiro 23 48 0 24 May 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 152 164 0 03 May 2023
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 235 1,489 0 02 Sep 2021