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On Distribution Shift in Learning-based Bug Detectors
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On Distribution Shift in Learning-based Bug Detectors

Jingxuan He
Luca Beurer-Kellner
Martin Vechev
ArXiv (abs)PDFHTMLGithub (16★)

Papers citing "On Distribution Shift in Learning-based Bug Detectors"

10 / 10 papers shown
Title
DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models
DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models
Berkay Berabi
Alexey Gronskiy
Veselin Raychev
Gishor Sivanrupan
Victor Chibotaru
Martin Vechev
KELM
62
13
0
19 Feb 2024
Learning Defect Prediction from Unrealistic Data
Learning Defect Prediction from Unrealistic Data
Kamel Alrashedy
Vincent J. Hellendoorn
Alessandro Orso
58
6
0
02 Nov 2023
OctoPack: Instruction Tuning Code Large Language Models
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
VLMALM
143
140
0
14 Aug 2023
Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection
Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection
Niklas Risse
Marcel Bohme
AAML
140
32
0
28 Jun 2023
Large Language Models of Code Fail at Completing Code with Potential Bugs
Large Language Models of Code Fail at Completing Code with Potential Bugs
Tuan Dinh
Jinman Zhao
Samson Tan
Renato M. P. Negrinho
Leonard Lausen
Sheng Zha
George Karypis
LRM
82
27
0
06 Jun 2023
RunBugRun -- An Executable Dataset for Automated Program Repair
RunBugRun -- An Executable Dataset for Automated Program Repair
Julian Aron Prenner
Romain Robbes
57
11
0
03 Apr 2023
Large Language Models for Code: Security Hardening and Adversarial Testing
Large Language Models for Code: Security Hardening and Adversarial Testing
Jingxuan He
Martin Vechev
ELMAAML
93
122
0
10 Feb 2023
Improving Automated Program Repair with Domain Adaptation
Improving Automated Program Repair with Domain Adaptation
Armin Zirak
Hadi Hemmati
60
11
0
21 Dec 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5
Nghi D. Q. Bui
Yue Wang
Steven C. H. Hoi
60
17
0
27 Nov 2022
Can we learn from developer mistakes? Learning to localize and repair real bugs from real bug fixes
Can we learn from developer mistakes? Learning to localize and repair real bugs from real bug fixes
Cedric Richter
Heike Wehrheim
53
8
0
01 Jul 2022

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