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Enhancing Large Language Models for Secure Code Generation: A
  Dataset-driven Study on Vulnerability Mitigation

Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation

25 October 2023
Jiexin Wang
Liuwen Cao
Xitong Luo
Zhiping Zhou
Jiayuan Xie
Adam Jatowt
Yi Cai
ArXivPDFHTML

Papers citing "Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation"

4 / 4 papers shown
Title
SecRepoBench: Benchmarking LLMs for Secure Code Generation in Real-World Repositories
SecRepoBench: Benchmarking LLMs for Secure Code Generation in Real-World Repositories
Connor Dilgren
Purva Chiniya
Luke Griffith
Yu Ding
Yizheng Chen
33
0
0
29 Apr 2025
A Systematic Evaluation of Large Language Models of Code
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu
Uri Alon
Graham Neubig
Vincent J. Hellendoorn
ELM
ALM
188
624
0
26 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for
  Code Understanding and Generation
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Yue Wang
Weishi Wang
Shafiq R. Joty
S. Hoi
196
1,451
0
02 Sep 2021
Measuring Coding Challenge Competence With APPS
Measuring Coding Challenge Competence With APPS
Dan Hendrycks
Steven Basart
Saurav Kadavath
Mantas Mazeika
Akul Arora
...
Collin Burns
Samir Puranik
Horace He
D. Song
Jacob Steinhardt
ELM
AIMat
ALM
189
614
0
20 May 2021
1