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LLM-Powered Code Vulnerability Repair with Reinforcement Learning and
  Semantic Reward
v1v2 (latest)

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

7 January 2024
Nafis Tanveer Islam
Joseph Khoury
Andrew Seong
Mohammad Bahrami Karkevandi
G. Parra
E. Bou-Harb
Peyman Najafirad
    AAML
ArXiv (abs)PDFHTMLGithub (1505★)

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

14 / 14 papers shown
Rewarding the Journey, Not Just the Destination: A Composite Path and Answer Self-Scoring Reward Mechanism for Test-Time Reinforcement Learning
Rewarding the Journey, Not Just the Destination: A Composite Path and Answer Self-Scoring Reward Mechanism for Test-Time Reinforcement Learning
Chenwei Tang
Jingyu Xing
Xinyu Liu
Wei Ju
Jiancheng Lv
Fan Zhang
Deng Xiong
Ziyue Qiao
LRM
304
2
0
20 Oct 2025
Large Language Models for Security Operations Centers: A Comprehensive Survey
Large Language Models for Security Operations Centers: A Comprehensive Survey
Ali Habibzadeh
Farid Feyzi
Reza Ebrahimi Atani
372
7
0
13 Sep 2025
The Impact of Fine-tuning Large Language Models on Automated Program Repair
The Impact of Fine-tuning Large Language Models on Automated Program Repair
Roman Macháček
Anastasiia Grishina
Max Hort
Leon Moonen
277
1
0
26 Jul 2025
Hierarchical Error Assessment of CAD Models for Aircraft Manufacturing-and-Measurement
Hierarchical Error Assessment of CAD Models for Aircraft Manufacturing-and-Measurement
Jin Huang
Honghua Chen
Mingqiang Wei
317
3
0
12 Jun 2025
Advancing Software Quality: A Standards-Focused Review of LLM-Based Assurance Techniques
Advancing Software Quality: A Standards-Focused Review of LLM-Based Assurance Techniques
Avinash Patil
ELM
410
6
0
19 May 2025
Self-Bootstrapping Automated Program Repair: Using LLMs to Generate and Evaluate Synthetic Training Data for Bug Repair
Self-Bootstrapping Automated Program Repair: Using LLMs to Generate and Evaluate Synthetic Training Data for Bug Repair
David de-Fitero-Dominguez
Antonio Garcia-Cabot
Eva García-López
SyDaKELM
376
0
0
12 May 2025
Frontier AI's Impact on the Cybersecurity Landscape
Frontier AI's Impact on the Cybersecurity Landscape
Wenbo Guo
Wenbo Guo
Tianneng Shi
Yu Yang
Andy Zhang
Patrick Gage Kelley
Kurt Thomas
Kurt Thomas
Dawn Song
622
12
0
07 Apr 2025
Generative AI for Internet of Things Security: Challenges and Opportunities
Generative AI for Internet of Things Security: Challenges and Opportunities
Yan Lin Aung
Ivan Christian
Ye Dong
Xiaodong Ye
Sudipta Chattopadhyay
Jianying Zhou
282
3
0
13 Feb 2025
OSCAR: Operating System Control via State-Aware Reasoning and
  Re-Planning
OSCAR: Operating System Control via State-Aware Reasoning and Re-PlanningInternational Conference on Learning Representations (ICLR), 2024
Xiaoqiang Wang
Bang Liu
LLMAGLM&RoLRM
408
25
0
24 Oct 2024
PromSec: Prompt Optimization for Secure Generation of Functional Source
  Code with Large Language Models (LLMs)
PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs)Conference on Computer and Communications Security (CCS), 2024
Mahmoud Nazzal
Issa Khalil
Abdallah Khreishah
NhatHai Phan
AAML
246
30
0
19 Sep 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review
When LLMs Meet Cybersecurity: A Systematic Literature Review
Jie Zhang
Haoyu Bu
Hui Wen
Yu Chen
Lun Li
Hongsong Zhu
479
210
0
06 May 2024
Enhanced Automated Code Vulnerability Repair using Large Language Models
Enhanced Automated Code Vulnerability Repair using Large Language ModelsEngineering applications of artificial intelligence (EAAI), 2024
David de-Fitero-Dominguez
Eva García-López
Antonio Garcia-Cabot
J. Martínez-Herráiz
256
35
0
08 Jan 2024
A New Era in Software Security: Towards Self-Healing Software via Large
  Language Models and Formal Verification
A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal VerificationInternational Conference/Workshop on Automation of Software Test (AST), 2023
Norbert Tihanyi
Ridhi Jain
Yiannis Charalambous
M. Ferrag
Youcheng Sun
Lucas C. Cordeiro
402
84
0
24 May 2023
Beam Search Strategies for Neural Machine Translation
Beam Search Strategies for Neural Machine Translation
Markus Freitag
Yaser Al-Onaizan
516
487
0
06 Feb 2017
1
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