LLM-Driven Kernel Evolution: Automating Driver Updates in Linux
Fuente:
arXiv
Saved in:
| Main Authors: | Kharlamova, Arina, Liu, Jiawen, Zhang, Tianyi, Yang, Xinrui, Alqasimi, Humaid, Sun, Youcheng, Xue, Chun Jason |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Agentic Model Checking
by: Sun, Youcheng, et al.
Published: (2026)
by: Sun, Youcheng, et al.
Published: (2026)
Automatic Detection of Reference Counting Bugs in Linux Kernel Drivers
by: Hattori, Joe, et al.
Published: (2026)
by: Hattori, Joe, et al.
Published: (2026)
Evolution of Kernels: Automated RISC-V Kernel Optimization with Large Language Models
by: Chen, Siyuan, et al.
Published: (2025)
by: Chen, Siyuan, et al.
Published: (2025)
Beyond Crash-to-Patch: Patch Evolution for Linux Kernel Repair
by: Bai, Luyao, et al.
Published: (2026)
by: Bai, Luyao, et al.
Published: (2026)
Fast Fixes and Faulty Drivers: An Empirical Analysis of Regression Bug Fixing Times in the Linux Kernel
by: Ruohonen, Jukka, et al.
Published: (2024)
by: Ruohonen, Jukka, et al.
Published: (2024)
Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults
by: Zhou, Zhenhao, et al.
Published: (2025)
by: Zhou, Zhenhao, et al.
Published: (2025)
KernJC: Automated Vulnerable Environment Generation for Linux Kernel Vulnerabilities
by: Ruan, Bonan, et al.
Published: (2024)
by: Ruan, Bonan, et al.
Published: (2024)
MigGPT: Harnessing Large Language Models for Automated Migration of Out-of-Tree Linux Kernel Patches Across Versions
by: Dang, Pucheng, et al.
Published: (2025)
by: Dang, Pucheng, et al.
Published: (2025)
Rusty Linux: Advances in Rust for Linux Kernel Development
by: Panter, Shane K., et al.
Published: (2024)
by: Panter, Shane K., et al.
Published: (2024)
Characterizing and Mitigating False-Positive Bug Reports in the Linux Kernel
by: Tian, Jiashuo, et al.
Published: (2026)
by: Tian, Jiashuo, et al.
Published: (2026)
Linux Kernel Configurations at Scale: A Dataset for Performance and Evolution Analysis
by: Borges, Heraldo, et al.
Published: (2025)
by: Borges, Heraldo, et al.
Published: (2025)
Exposing Hidden Interfaces: LLM-Guided Type Inference for Reverse Engineering macOS Private Frameworks
by: Kharlamova, Arina, et al.
Published: (2026)
by: Kharlamova, Arina, et al.
Published: (2026)
A Time Series Analysis of Assertions in the Linux Kernel
by: Ruohonen, Jukka
Published: (2024)
by: Ruohonen, Jukka
Published: (2024)
Evaluating SZZ Implementations: An Empirical Study on the Linux Kernel
by: Lyu, Yunbo, et al.
Published: (2023)
by: Lyu, Yunbo, et al.
Published: (2023)
Towards Large Language Model Guided Kernel Direct Fuzzing
by: Li, Xie, et al.
Published: (2025)
by: Li, Xie, et al.
Published: (2025)
TraceCoder: A Trace-Driven Multi-Agent Framework for Automated Debugging of LLM-Generated Code
by: Huang, Jiangping, et al.
Published: (2026)
by: Huang, Jiangping, et al.
Published: (2026)
GPU Kernel Scientist: An LLM-Driven Framework for Iterative Kernel Optimization
by: Andrews, Martin, et al.
Published: (2025)
by: Andrews, Martin, et al.
Published: (2025)
Worst-Case Symbolic Constraints Analysis and Generalisation with Large Language Models
by: Koh, Daniel, et al.
Published: (2025)
by: Koh, Daniel, et al.
Published: (2025)
MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration
by: Li, Ruiyin, et al.
Published: (2025)
by: Li, Ruiyin, et al.
Published: (2025)
Specification Vibing for Automated Program Repair
by: Zhu, Taohong, et al.
Published: (2026)
by: Zhu, Taohong, et al.
Published: (2026)
iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols
by: Sun, Xikai, et al.
Published: (2025)
by: Sun, Xikai, et al.
Published: (2025)
Evolution without an Oracle: Driving Effective Evolution with LLM Judges
by: Zhao, Zhe, et al.
Published: (2025)
by: Zhao, Zhe, et al.
Published: (2025)
Automated Self-Testing as a Quality Gate: Evidence-Driven Release Management for LLM Applications
by: Maiorano, Alexandre Cristovão
Published: (2026)
by: Maiorano, Alexandre Cristovão
Published: (2026)
Learning From Developers: Towards Reliable Patch Validation at Scale for Linux
by: Lin, Chih-En, et al.
Published: (2026)
by: Lin, Chih-En, et al.
Published: (2026)
KGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
by: Mathai, Alex, et al.
Published: (2024)
by: Mathai, Alex, et al.
Published: (2024)
Rationale Dataset and Analysis for the Commit Messages of the Linux Kernel Out-of-Memory Killer
by: Dhaouadi, Mouna, et al.
Published: (2024)
by: Dhaouadi, Mouna, et al.
Published: (2024)
Automated Proof Generation for Rust Code via Self-Evolution
by: Chen, Tianyu, et al.
Published: (2024)
by: Chen, Tianyu, et al.
Published: (2024)
AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications
by: Shen, Leming, et al.
Published: (2025)
by: Shen, Leming, et al.
Published: (2025)
AutoDroid: LLM-powered Task Automation in Android
by: Wen, Hao, et al.
Published: (2023)
by: Wen, Hao, et al.
Published: (2023)
DynaFix: Iterative Automated Program Repair Driven by Execution-Level Dynamic Information
by: Huang, Zhili, et al.
Published: (2025)
by: Huang, Zhili, et al.
Published: (2025)
An Investigation of Patch Porting Practices of the Linux Kernel Ecosystem
by: Li, Xingyu, et al.
Published: (2024)
by: Li, Xingyu, et al.
Published: (2024)
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation
by: Liu, Ye, et al.
Published: (2024)
by: Liu, Ye, et al.
Published: (2024)
LLM-Based Automated Diagnosis Of Integration Test Failures At Google
by: Ziftci, Celal, et al.
Published: (2026)
by: Ziftci, Celal, et al.
Published: (2026)
Test Before You Deploy: Governing Updates in the LLM Supply Chain
by: Chishti, Mohd Sameen, et al.
Published: (2026)
by: Chishti, Mohd Sameen, et al.
Published: (2026)
SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?
by: Han, Tingxu, et al.
Published: (2026)
by: Han, Tingxu, et al.
Published: (2026)
ProcCtrlBench: Evaluating Process-Level Defects and Control Preservation in LLM Coding Agents
by: He, Jiawei, et al.
Published: (2026)
by: He, Jiawei, et al.
Published: (2026)
Unit Test Update through LLM-Driven Context Collection and Error-Type-Aware Refinement
by: Zhang, Yuanhe, et al.
Published: (2025)
by: Zhang, Yuanhe, et al.
Published: (2025)
AutoDev: Automated AI-Driven Development
by: Tufano, Michele, et al.
Published: (2024)
by: Tufano, Michele, et al.
Published: (2024)
Vul-R2: A Reasoning LLM for Automated Vulnerability Repair
by: Wen, Xin-Cheng, et al.
Published: (2025)
by: Wen, Xin-Cheng, et al.
Published: (2025)
CrashFixer: A crash resolution agent for the Linux kernel
by: Mathai, Alex, et al.
Published: (2025)
by: Mathai, Alex, et al.
Published: (2025)
Similar Items
-
Agentic Model Checking
by: Sun, Youcheng, et al.
Published: (2026) -
Automatic Detection of Reference Counting Bugs in Linux Kernel Drivers
by: Hattori, Joe, et al.
Published: (2026) -
Evolution of Kernels: Automated RISC-V Kernel Optimization with Large Language Models
by: Chen, Siyuan, et al.
Published: (2025) -
Beyond Crash-to-Patch: Patch Evolution for Linux Kernel Repair
by: Bai, Luyao, et al.
Published: (2026) -
Fast Fixes and Faulty Drivers: An Empirical Analysis of Regression Bug Fixing Times in the Linux Kernel
by: Ruohonen, Jukka, et al.
Published: (2024)