Real-World Usability of Vulnerability Proof-of-Concepts: A Comprehensive Study
Fuente:
arXiv
Saved in:
| Main Authors: | Dang, Wenjing, Li, Kaixuan, Chen, Sen, Zhuo, Zhenwei, Zhang, Lyuye, Liu, Zheli |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Systematic Study on Generating Web Vulnerability Proof-of-Concepts Using Large Language Models
by: Zhao, Mengyao, et al.
Published: (2025)
by: Zhao, Mengyao, et al.
Published: (2025)
ACFIX: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts
by: Zhang, Lyuye, et al.
Published: (2024)
by: Zhang, Lyuye, et al.
Published: (2024)
Characterizing Trust Boundary Vulnerabilities in TEE Containers: An Empirical Study
by: Liu, Weijie, et al.
Published: (2025)
by: Liu, Weijie, et al.
Published: (2025)
PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages
by: Simsek, Deniz, et al.
Published: (2025)
by: Simsek, Deniz, et al.
Published: (2025)
Towards Understanding and Characterizing Vulnerabilities in Intelligent Connected Vehicles through Real-World Exploits
by: Wang, Yuelin, et al.
Published: (2026)
by: Wang, Yuelin, et al.
Published: (2026)
ContractTinker: LLM-Empowered Vulnerability Repair for Real-World Smart Contracts
by: Wang, Che, et al.
Published: (2024)
by: Wang, Che, et al.
Published: (2024)
Usability as a Weapon: Attacking the Safety of LLM-Based Code Generation via Usability Requirements
by: Li, Yue, et al.
Published: (2026)
by: Li, Yue, et al.
Published: (2026)
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
by: Sun, Yuqiang, et al.
Published: (2024)
by: Sun, Yuqiang, et al.
Published: (2024)
PATCHEVAL: A New Benchmark for Evaluating LLMs on Patching Real-World Vulnerabilities
by: Wei, Zichao, et al.
Published: (2025)
by: Wei, Zichao, et al.
Published: (2025)
Uncovering Hidden Inclusions of Vulnerable Dependencies in Real-World Java Projects
by: Schott, Stefan, et al.
Published: (2026)
by: Schott, Stefan, et al.
Published: (2026)
A Comprehensive Study on the Impact of Vulnerable Dependencies on Open-Source Software
by: Kumar, Shree Hari Bittugondanahalli Indra, et al.
Published: (2025)
by: Kumar, Shree Hari Bittugondanahalli Indra, et al.
Published: (2025)
VulZoo: A Comprehensive Vulnerability Intelligence Dataset
by: Ruan, Bonan, et al.
Published: (2024)
by: Ruan, Bonan, et al.
Published: (2024)
Generating Proof-of-Vulnerability Tests to Help Enhance the Security of Complex Software
by: Kanchi, Shravya, et al.
Published: (2026)
by: Kanchi, Shravya, et al.
Published: (2026)
Execution-State-Aware LLM Reasoning for Automated Proof-of-Vulnerability Generation
by: Li, Haoyu, et al.
Published: (2026)
by: Li, Haoyu, et al.
Published: (2026)
Does the Vulnerability Threaten Our Projects? Automated Vulnerable API Detection for Third-Party Libraries
by: Zhang, Fangyuan, et al.
Published: (2024)
by: Zhang, Fangyuan, et al.
Published: (2024)
A Longitudinal Study of Usability in Identity-Based Software Signing
by: Kalu, Kelechi G., et al.
Published: (2026)
by: Kalu, Kelechi G., et al.
Published: (2026)
APPATCH: Automated Adaptive Prompting Large Language Models for Real-World Software Vulnerability Patching
by: Nong, Yu, et al.
Published: (2024)
by: Nong, Yu, et al.
Published: (2024)
Why Johnny Adopts Identity-Based Software Signing: A Usability Case Study of Sigstore
by: Kalu, Kelechi G., et al.
Published: (2025)
by: Kalu, Kelechi G., et al.
Published: (2025)
RealSec-bench: A Benchmark for Evaluating Secure Code Generation in Real-World Repositories
by: Wang, Yanlin, et al.
Published: (2026)
by: Wang, Yanlin, et al.
Published: (2026)
An Empirical Study of Vulnerabilities in Python Packages and Their Detection
by: Quan, Haowei, et al.
Published: (2025)
by: Quan, Haowei, et al.
Published: (2025)
MegaVul: A C/C++ Vulnerability Dataset with Comprehensive Code Representation
by: Ni, Chao, et al.
Published: (2024)
by: Ni, Chao, et al.
Published: (2024)
On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities
by: Li, Zhen, et al.
Published: (2024)
by: Li, Zhen, et al.
Published: (2024)
KernJC: Automated Vulnerable Environment Generation for Linux Kernel Vulnerabilities
by: Ruan, Bonan, et al.
Published: (2024)
by: Ruan, Bonan, et al.
Published: (2024)
An Empirical Study of Vulnerable Package Dependencies in LLM Repositories
by: Liu, Shuhan, et al.
Published: (2025)
by: Liu, Shuhan, et al.
Published: (2025)
A Comprehensive Study of Exploitable Patterns in Smart Contracts: From Vulnerability to Defense
by: Ding, Yuchen, et al.
Published: (2025)
by: Ding, Yuchen, et al.
Published: (2025)
An Empirical Study on the Security Vulnerabilities of GPTs
by: Wu, Tong, et al.
Published: (2025)
by: Wu, Tong, et al.
Published: (2025)
Vulnerability-Hunter: An Adaptive Feature Perception Attention Network for Smart Contract Vulnerabilities
by: Chen, Yizhou
Published: (2024)
by: Chen, Yizhou
Published: (2024)
A Large-scale Empirical Study on the Generalizability of Disclosed Java Library Vulnerability Exploits
by: Chen, Zirui, et al.
Published: (2026)
by: Chen, Zirui, et al.
Published: (2026)
Evaluating Large Language Models for Line-Level Vulnerability Localization
by: Zhang, Jian, et al.
Published: (2024)
by: Zhang, Jian, et al.
Published: (2024)
An Empirical Study of Vulnerability Handling Times in CPython
by: Ruohonen, Jukka
Published: (2024)
by: Ruohonen, Jukka
Published: (2024)
Smart Contract Fuzzing Towards Profitable Vulnerabilities
by: Kong, Ziqiao, et al.
Published: (2025)
by: Kong, Ziqiao, et al.
Published: (2025)
When Security Meets Usability: An Empirical Investigation of Post-Quantum Cryptography APIs
by: Toruan, Marthin, et al.
Published: (2026)
by: Toruan, Marthin, et al.
Published: (2026)
From Trace to Line: LLM Agent for Real-World OSS Vulnerability Localization
by: Xi, Haoran, et al.
Published: (2025)
by: Xi, Haoran, et al.
Published: (2025)
Do Fine-Tuned LLMs Understand Vulnerabilities? An Investigation into the Semantic Trap
by: Huang, Feiyang, et al.
Published: (2026)
by: Huang, Feiyang, et al.
Published: (2026)
Fixing Security Vulnerabilities with AI in OSS-Fuzz
by: Zhang, Yuntong, et al.
Published: (2024)
by: Zhang, Yuntong, et al.
Published: (2024)
Game Rewards Vulnerabilities: Software Vulnerability Detection with Zero-Sum Game and Prototype Learning
by: Wen, Xin-Cheng, et al.
Published: (2024)
by: Wen, Xin-Cheng, et al.
Published: (2024)
CrossInspector: A Static Analysis Approach for Cross-Contract Vulnerability Detection
by: Chen, Xiao
Published: (2024)
by: Chen, Xiao
Published: (2024)
Fast and Accurate Silent Vulnerability Fix Retrieval
by: Liu, Xueqing, et al.
Published: (2025)
by: Liu, Xueqing, et al.
Published: (2025)
A Data-Mining Based Study of Security Vulnerability Types and Their Mitigation in Different Languages
by: Antal, Gábor, et al.
Published: (2024)
by: Antal, Gábor, et al.
Published: (2024)
Bridging the Gap: A Study of AI-based Vulnerability Management between Industry and Academia
by: Wan, Shengye, et al.
Published: (2024)
by: Wan, Shengye, et al.
Published: (2024)
Similar Items
-
A Systematic Study on Generating Web Vulnerability Proof-of-Concepts Using Large Language Models
by: Zhao, Mengyao, et al.
Published: (2025) -
ACFIX: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts
by: Zhang, Lyuye, et al.
Published: (2024) -
Characterizing Trust Boundary Vulnerabilities in TEE Containers: An Empirical Study
by: Liu, Weijie, et al.
Published: (2025) -
PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages
by: Simsek, Deniz, et al.
Published: (2025) -
Towards Understanding and Characterizing Vulnerabilities in Intelligent Connected Vehicles through Real-World Exploits
by: Wang, Yuelin, et al.
Published: (2026)