CVE-2025-31486

CVE-2025-31486-PoC.py url image For details on vulnerability reproduction and specific environment setup, please refer to：https://chenchena.blog.csdn.net/article/details/147150357?spm=1001.2014.3001.5502...

apache_druid_CVE-2021-36749

apachedruidCVE-2021-36749 CVE-2021-36749 Docker Vulnerability Reproduction Import Docker image: docker import apachedruid.tar apache:1 Start Docker: docker run -id --name apachedruid -p 8081:8081 -p 8082:8082 -p 8083:8083 -p 8888:8888 -p 8091:8091 -p 2181:2181 imageid /bin/bash Enter the Docker...

cve-2021-44228-log4j-exploits

CVE-2021-4428 Reproduction This DEMO is a replication of the Log4j2 ultra-high-risk RCE vulnerability CVE-2021-4428, aiming to understand the harmfulness of this vulnerability and make targeted defenses based on your system's situation. Warning This DEMO is solely for technical research purposes...

cve-2025-22223-demo-1.0.0

cve-2025-22223-demo-1.0.0 cve-2025-22223 Vulnerability Reproduction...

FuzzingBrain-Bench

FuzzingBrain Bench A benchmark for LLM-driven vulnerability reproduction on 77 real zero-day bugs across 43 open-source projects C / C++ / Java. Each challenge gives the agent only the fuzz harness the target and the project source at the vulnerable revision — no patch, no fix commit, no target...

CVE-2018-20250-WinRAR

CVE-2018-20250-WinRAR This resource is the author's reproduction of the WinRAR vulnerability CVE-2020-0601, implemented by combining related resources and articles. It is recommended to combine the author's blog to reproduce this vulnerability and understand the principle of malware self-start...

CVE-2022-22947-exp

CVE-2022-22947-exp Reproduced the CVE-2022-22947 vulnerability, wrote an exploit exp Later, based on an article by a senior, wrote an exp for memory horse injection, for reference only...

SoftwareSystemSecurity-2019

SoftwareSystemSecurity-2019 Software System Security Final Assignment: Vulnerability Reproduction CVE-2018-4878 Flash 0day...

CVE-2023-25813

CVE-2023-25813 CVE-2023-25813 Vulnerability Reproduction - SQL Injection in Sequelize...

cve-2018-2628

cve-2018-2628 Vulnerability Reproduction...

grafana-cve-2021-43798

grafana-cve-2021-43798 This repository contains files for reproducing the vulnerability. Deploy this in your cluster using this command. kubectl apply -f grafana-vuln-app.yaml...

gha-lab-6c3094af9e

Automated research artifact — not the upstream project. This repository is a disposable lab built by an automated harness for a master's thesis at Université Laval on reproducing published GitHub Actions workflow vulnerabilities. It is a verbatim snapshot of openlit/openlit at commit...

ReproBench: Benchmarking LLM Agents on Reproducing Vulnerability from Scratch

Large language model LLM agents are increasingly evaluated on cybersecurity tasks such as vulnerability reproduction, exploitation, and patching. However, existing cybersecurity benchmarks predominantly operate under a post-environment evaluation paradigm, i.e., handing the agent source code, a...

Web-Vulnerability-Reproduction

Web Vulnerability Reproducing Collection This repository re...

cve-lab-journal

CVE Lab Journal !CVEs loggedhttps://img.shields.io/badge/C...

CVE-Vulnerability-Reproduction

No d...

AI-POCStudio

🛡️ AI-POCStudio Intelligent Vulnerability Reproduction an...

NICE: A Framework for Declarative and Machine-Checkable Vulnerability Reproduction

Reproducing software vulnerabilities is fundamental to security researchers, open-source maintainers, and educators. Yet, vulnerabilities remain hard to reproduce today, and even when they can be reproduced, recreating a software environment where the vulnerability can be exploited becomes harder...

pocxgen-agent

PoCXGen Agent An LLM-orchestrated multi-agent pipeline for au...

PoC-Adapt: Semantic-Aware Automated Vulnerability Reproduction with LLM Multi-Agents and Reinforcement Learning-Driven Adaptive Policy

While recent approaches leverage large language models LLMs and multi-agent pipelines to automatically generate proof-of-concept PoC exploits from vulnerability reports, existing systems often suffer from two fundamental limitations: unreliable validation based on surface-level execution signals...